-
2
-
-
0040826801
-
Measuring information beyond communication theory - Why some generalized information measures maybe be useful, others not
-
J. Aczél. Measuring information beyond communication theory - why some generalized information measures maybe be useful, others not. Aequationes Mathematicae, 27:1-19, 1984.
-
(1984)
Aequationes Mathematicae
, vol.27
, pp. 1-19
-
-
Aczél, J.1
-
3
-
-
0000874557
-
Theoretical foundations of the potential function method in pattern recognition learning
-
M. A. Aizerman, É. M. Braverman, and L. I. Rozonoer. Theoretical foundations of the potential function method in pattern recognition learning. Automation and Remote Control, 25:821-837, 1964.
-
(1964)
Automation and Remote Control
, vol.25
, pp. 821-837
-
-
Aizerman, M.A.1
Braverman, É.M.2
Rozonoer, L.I.3
-
10
-
-
69949146944
-
Modularity in the design of complex engineering systems
-
Dan Braha Ali Minai and Yaneer Bar Yam, editors. Springer
-
C.Y. Baldwin and K.B. Clark. Modularity in the design of complex engineering systems. In Dan Braha Ali Minai and Yaneer Bar Yam, editors, Complex Engineered Systems: Science Meets Technology. Springer, 2006a.
-
(2006)
Complex Engineered Systems: Science Meets Technology
-
-
Baldwin, C.Y.1
Clark, K.B.2
-
11
-
-
33750983833
-
Between 'knowledge' and 'the economy': Notes on the scientific study of designs
-
D. Forey and B. Kahin, editors, Cambridge, Mass. MIT Press
-
C.Y. Baldwin and K.B. Clark. Between 'knowledge' and 'the economy': Notes on the scientific study of designs. In D. Forey and B. Kahin, editors, Advancing Knowledge and the Knowledge Economy, pages 299-328, Cambridge, Mass., 2006b. MIT Press.
-
(2006)
Advancing Knowledge and the Knowledge Economy
, pp. 299-328
-
-
Baldwin, C.Y.1
Clark, K.B.2
-
12
-
-
23744473964
-
On the optimality of conditional expectation as a Bregman predictor
-
DOI 10.1109/TIT.2005.850145
-
A. Banerjee, X. Guo, and H. Wang. On the optimality of conditional expectation as a Bregman predictor. IEEE Transactions on Information Theory, 51(7):2664-2669, 2005a. (Pubitemid 41136414)
-
(2005)
IEEE Transactions on Information Theory
, vol.51
, Issue.7
, pp. 2664-2669
-
-
Banerjee, A.1
Guo, X.2
Wang, H.3
-
13
-
-
26244461684
-
Clustering with Bregman divergences
-
A. Banerjee, S. Merugu, I.S. Dhillon, and J. Ghosh. Clustering with Bregman divergences. The Journal of Machine Learning Research, 6:1705-1749, 2005b.
-
(2005)
The Journal of Machine Learning Research
, vol.6
, pp. 1705-1749
-
-
Banerjee, A.1
Merugu, S.2
Dhillon, I.S.3
Ghosh, J.4
-
14
-
-
0030165580
-
Fat-shattering and the learnability of real-valued functions
-
DOI 10.1006/jcss.1996.0033
-
P.L. Bartlett, P.M. Long, and R.C. Williamson. Fat-shattering and the learnability of real-valued functions. Journal of Computer and System Sciences, 52(3):434-452, 1996. (Pubitemid 126359770)
-
(1996)
Journal of Computer and System Sciences
, vol.52
, Issue.3
, pp. 434-452
-
-
Bartlett, P.L.1
Long, P.M.2
Williamson, R.C.3
-
15
-
-
33645505792
-
Convexity, classification, and risk bounds
-
DOI 10.1198/016214505000000907
-
P.L. Bartlett, M.I. Jordan, and J.D. McAuliffe. Convexity, classification, and risk bounds. Journal of the American Statistical Association, 101(473):138-156, March 2006. (Pubitemid 43500031)
-
(2006)
Journal of the American Statistical Association
, vol.101
, Issue.473
, pp. 138-156
-
-
Bartlett, P.L.1
Jordan, M.I.2
McAuliffe, J.D.3
-
16
-
-
0034296402
-
Generalized discriminant analysis using a kernel approach
-
G. Baudat and F. Anouar. Generalized discriminant analysis using a kernel approach. Neural Computation, 12(10):2385-2404, 2000.
-
(2000)
Neural Computation
, vol.12
, Issue.10
, pp. 2385-2404
-
-
Baudat, G.1
Anouar, F.2
-
17
-
-
67649532590
-
The proximal average: Basic theory
-
H. H. Bauschke, R. Goebel, Y. Lucet, and X. Wang. The proximal average: Basic theory. SIAM Journal on Optimization, 19:766-785, 2008.
-
(2008)
SIAM Journal on Optimization
, vol.19
, pp. 766-785
-
-
Bauschke, H.H.1
Goebel, R.2
Lucet, Y.3
Wang, X.4
-
18
-
-
4043150795
-
The interplay of Bayesian and frequentist analysis
-
DOI 10.1214/088342304000000116, Bayes Then and Now
-
M.J. Bayarri and J.O. Berger. The interplay of Bayesian and frequentist analysis. Statistical Science, 19(1):58-80, 2004. (Pubitemid 39056877)
-
(2004)
Statistical Science
, vol.19
, Issue.1
, pp. 58-80
-
-
Bayarri, M.J.1
Berger, J.O.2
-
19
-
-
0018040099
-
Epsilon-equivalence of feature selection rules
-
M. Ben-Bassat. epsilon-equivalence of feature selection rules. IEEE Transactions on Information Theory, 24(6):769-772, 1978.
-
(1978)
IEEE Transactions on Information Theory
, vol.24
, Issue.6
, pp. 769-772
-
-
Ben-Bassat, M.1
-
20
-
-
84897573740
-
A theory of learning from different domains
-
S. Ben-David, J. Blitzer, K. Crammer, A. Kulesza, F. Pereira, and J. Wortman-Vaughan. A theory of learning from different domains. Machine Learning, 79:151-175, 2010.
-
(2010)
Machine Learning
, vol.79
, pp. 151-175
-
-
Ben-David, S.1
Blitzer, J.2
Crammer, K.3
Kulesza, A.4
Pereira, F.5
Wortman-Vaughan, J.6
-
22
-
-
0347913108
-
Could Fisher, Jeffreys and Neyman have agreed on testing?
-
DOI 10.1214/ss/1056397485
-
J.O. Berger. Could Fisher, Jeffreys and Neyman have agreed on testing? Statistical Science, 18(1): 1-32, 2003. (Pubitemid 41461821)
-
(2003)
Statistical Science
, vol.18
, Issue.1
, pp. 1-32
-
-
Berger, J.O.1
Christensen, R.2
-
24
-
-
31844436676
-
Error limiting reductions between classification tasks
-
Bonn
-
A. Beygelzimer, V. Dani, T. Hayes, J. Langford, and B. Zadrozny. Error limiting reductions between classification tasks. In Proceedings of the 22nd International Conference on Machine Learning, Bonn, 2005.
-
(2005)
Proceedings of the 22nd International Conference on Machine Learning
-
-
Beygelzimer, A.1
Dani, V.2
Hayes, T.3
Langford, J.4
Zadrozny, B.5
-
26
-
-
78649433471
-
Machine learning techniques - Reductions between prediction quality metrics
-
Zhen Liu and Cathy H. Xia, editors. Springer US, April
-
A. Beygelzimer, J. Langford, and B. Zadrozny. Machine learning techniques - reductions between prediction quality metrics. In Zhen Liu and Cathy H. Xia, editors, Performance Modeling and Engineering, pages 3-28. Springer US, April 2008. URL http://hunch.net/~j l/projects/reductions/tutorial/paper/chapter.pdf.
-
(2008)
Performance Modeling and Engineering
, pp. 3-28
-
-
Beygelzimer, A.1
Langford, J.2
Zadrozny, B.3
-
28
-
-
0041189034
-
On the foundations of statistical inference: Binary experiments
-
June
-
A. Birnbaum. On the foundations of statistical inference: Binary experiments. The Annals of Mathematical Statistics, 32(2):414-435, June 1961.
-
(1961)
The Annals of Mathematical Statistics
, vol.32
, Issue.2
, pp. 414-435
-
-
Birnbaum, A.1
-
29
-
-
0002514944
-
Comparison of experiments
-
J. Neyman, editor, Berkeley and Los Angeles, 31 July - 12 August 1951. University of California Press
-
D. Blackwell. Comparison of experiments. In J. Neyman, editor, Proceedings of the Second Berkeley Symposium on Mathematical Statistics and Probability, 1950, pages 93-102, Berkeley and Los Angeles, 31 July - 12 August 1951. University of California Press.
-
(1950)
Proceedings of the Second Berkeley Symposium on Mathematical Statistics and Probability
, pp. 93-102
-
-
Blackwell, D.1
-
30
-
-
0000129333
-
Equivalent comparisons of experiments
-
D. Blackwell. Equivalent comparisons of experiments. The Annals of Mathematical Statistics, 24 (2):265-272, 1953.
-
(1953)
The Annals of Mathematical Statistics
, vol.24
, Issue.2
, pp. 265-272
-
-
Blackwell, D.1
-
32
-
-
67649961006
-
When are two algorithms the same?
-
A. Blass, N. Dershowitz, and Y. Gurevich. When are two algorithms the same? Bull. Symbolic Logic, 15(2):145-168, 2009.
-
(2009)
Bull. Symbolic Logic
, vol.15
, Issue.2
, pp. 145-168
-
-
Blass, A.1
Dershowitz, N.2
Gurevich, Y.3
-
33
-
-
33745050033
-
Weighted Csiszár-Kullback-Pinsker inequalities and applications to transportation inequalities
-
F. Bolley and C. Villani. Weighted Csiszár-Kullback-Pinsker inequalities and applications to transportation inequalities. Annales de la Faculte des Sciences de Toulouse, 14(3):331-352, 2005.
-
(2005)
Annales de la Faculte des Sciences de Toulouse
, vol.14
, Issue.3
, pp. 331-352
-
-
Bolley, F.1
Villani, C.2
-
34
-
-
33747886323
-
Integrating structured biological data by kernel maximum mean discrepancy
-
K.M. Borgwardt, A. Gretton, M.J. Rasch, H.P. Kriegel, B. Schölkopf, and A.J. Smola. Integrating structured biological data by kernel maximum mean discrepancy. Bioinformatics, 22(14), 2006.
-
(2006)
Bioinformatics
, vol.22
, pp. 14
-
-
Borgwardt, K.M.1
Gretton, A.2
Rasch, M.J.3
Kriegel, H.P.4
Schölkopf, B.5
Smola, A.J.6
-
35
-
-
0026116433
-
Duality relationships for entropy-like minimization problems
-
J.M. Borwein and A.S. Lewis. Duality relationships for entropy-like minimization problems. SIAM Journal of Control and Optimization, 29(2):325-338, 1991.
-
(1991)
SIAM Journal of Control and Optimization
, vol.29
, Issue.2
, pp. 325-338
-
-
Borwein, J.M.1
Lewis, A.S.2
-
36
-
-
79955874801
-
Making machine learning more scientific
-
O. Bousquet. Making machine learning more scientific. Blog Post., 2006. URL http://ml.typepad.com/machine-learning-thoughts/2006/06/making-machine.html.
-
(2006)
Blog Post
-
-
Bousquet, O.1
-
39
-
-
49949144765
-
The relaxation method of finding the common point of convex sets and its application to the solution of problems in convex programming
-
L.M. Bregman. The relaxation method of finding the common point of convex sets and its application to the solution of problems in convex programming. USSR Computational Mathematics and Mathematical Physics, 7(3):200-217, 1967.
-
(1967)
USSR Computational Mathematics and Mathematical Physics
, vol.7
, Issue.3
, pp. 200-217
-
-
Bregman, L.M.1
-
40
-
-
79955855600
-
Minimum divergence in inference and testing
-
Universita di Bari. Società Italiana Statistica
-
M. Broniatowski. Minimum divergence in inference and testing. In Atti della XLIIRiunione Scien- tifica, Universita di Bari, 2004. Società Italiana Statistica.
-
(2004)
Atti della XLIIRiunione Scientifica
-
-
Broniatowski, M.1
-
41
-
-
55049131411
-
Parametric estimation and tests through divergences and the duality technique
-
M. Broniatowski and A. Keziou. Parametric estimation and tests through divergences and the duality technique. Journal of Multivariate Analysis, 100(1):16-36, 2009.
-
(2009)
Journal of Multivariate Analysis
, vol.100
, Issue.1
, pp. 16-36
-
-
Broniatowski, M.1
Keziou, A.2
-
42
-
-
0030335402
-
Asymptotic equivalence of nonparametric regression and white noise
-
L.D. Brown and M.G. Low. Asymptotic equivalence of nonparametric regression and white noise. Annals of Statistics, 24(6):2384-2398, 1996.
-
(1996)
Annals of Statistics
, vol.24
, Issue.6
, pp. 2384-2398
-
-
Brown, L.D.1
Low, M.G.2
-
44
-
-
0036048503
-
Asymptotic equivalence theory for nonparametric regression with random design
-
DOI 10.1214/aos/1028674838
-
L.D. Brown, T.T. Cai, M.G. Low, and C.H. Zhang. Asymptotic equivalence theory for nonparametric regression with random design. Annals of Statistics, 30(3):688-707, 2002. (Pubitemid 37095348)
-
(2002)
Annals of Statistics
, vol.30
, Issue.3
, pp. 688-707
-
-
Brown, L.D.1
Cai, T.T.2
Low, M.G.3
Zhang, C.-H.4
-
45
-
-
84972494293
-
Minimizing integrals in certain classes of monotone functions
-
H. D. Brunk, G.M. Ewing, and W.R. Utz. Minimizing integrals in certain classes of monotone functions. Pacific Journal of Mathematics, 7(1):833-847, 1957.
-
(1957)
Pacific Journal of Mathematics
, vol.7
, Issue.1
, pp. 833-847
-
-
Brunk, H.D.1
Ewing, G.M.2
Utz, W.R.3
-
47
-
-
32544437023
-
Kernel methods and the exponential family
-
DOI 10.1016/j.neucom.2005.12.009, PII S0925231205003280
-
S. Canu and A. Smola. Kernel methods and the exponential family. Neurocomputing, 69(7-9): 714-720, 2006. (Pubitemid 43230376)
-
(2006)
Neurocomputing
, vol.69
, Issue.7-9 SPEC. ISS.
, pp. 714-720
-
-
Canu, S.1
Smola, A.2
-
49
-
-
0036049656
-
Deficiency distance between multinomial and multivariate normal experiments
-
DOI 10.1214/aos/1028674839
-
A.V. Carter. Deficiency distance between multinomial and multivariate normal experiments. Annals of Statistics, 30(3):708-730, 2002. (Pubitemid 37095349)
-
(2002)
Annals of Statistics
, vol.30
, Issue.3
, pp. 708-730
-
-
Carter, A.V.1
-
51
-
-
0032413897
-
On regularization in superreflexive Banach spaces by infimal convolution formulas
-
M. Cepedello-Boiso. On regularization in superreflexive Banach spaces by infimal convolution formulas. Studia Mathematica, 129(3):265-284, 1998. (Pubitemid 128336554)
-
(1998)
Studia Mathematica
, vol.129
, Issue.3
, pp. 265-284
-
-
Cepedello-Boiso, M.1
-
52
-
-
2442479272
-
Nonparametric estimation of conditional quantiles using quantile regression trees
-
P. Chaudhuri and W. Y. Loh. Nonparametric estimation of conditional quantiles using quantile regression trees. Bernoulli, 8(5):561-576, 2002. (Pubitemid 44242663)
-
(2002)
Bernoulli
, vol.8
, Issue.5
, pp. 561-576
-
-
Chaudhuri, P.1
Loh, W.-Y.2
-
54
-
-
84944661914
-
Rank transformations as a bridge between parametric and nonparametric statistics
-
W.J. Conover and R.L. Iman. Rank transformations as a bridge between parametric and nonparametric statistics. The American Statistician, 35(3):124-129, 1981.
-
(1981)
The American Statistician
, vol.35
, Issue.3
, pp. 124-129
-
-
Conover, W.J.1
Iman, R.L.2
-
56
-
-
34249753618
-
Support-vector networks
-
C. Cortes and V. Vapnik. Support-vector networks. Machine Learning, 20(3):273-297, 1995.
-
(1995)
Machine Learning
, vol.20
, Issue.3
, pp. 273-297
-
-
Cortes, C.1
Vapnik, V.2
-
57
-
-
33746084489
-
Subset ranking using regression
-
Learning Theory - 19th Annual Conference on Learning Theory, COLT 2006, Proceedings
-
D. Cossock and T. Zhang. Subset ranking using regression. In G. Lugosi and H.U. Simon, editors, Proceedings of Conference on Learning Theory (COLT) 2006, LNAI 4005, pages 605-619, 2006. (Pubitemid 44072222)
-
(2006)
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
, vol.4005
, pp. 605-619
-
-
Cossock, D.1
Zhang, T.2
-
58
-
-
0036504051
-
A survey of convergence results on particle filtering methods for practitioners
-
DOI 10.1109/78.984773, PII S1053587X02013284
-
D. Crisan and A. Doucet. A survey of convergence results on particle filtering methods for practitioners. IEEE Transactions on Signal Processing., 50(3):736-746, 2002. (Pubitemid 34295113)
-
(2002)
IEEE Transactions on Signal Processing
, vol.50
, Issue.3
, pp. 736-746
-
-
Crisan, D.1
Doucet, A.2
-
59
-
-
84898984811
-
A geometric interpretation of v-SVM classifiers
-
S. A. Solla, T. K. Leen, and K.-R. Müller, editors. MIT Press
-
D. J. Crisp and C. J. C. Burges. A geometric interpretation of v-SVM classifiers. In S. A. Solla, T. K. Leen, and K.-R. Müller, editors, Advances in Neural Information Processing Systems 12, pages 244-250. MIT Press, 2000.
-
(2000)
Advances in Neural Information Processing Systems
, vol.12
, pp. 244-250
-
-
Crisp, D.J.1
Burges, C.J.C.2
-
60
-
-
0000489740
-
Information-type measures of difference of probability distributions and indirect observations
-
I. Csiszár. Information-type measures of difference of probability distributions and indirect observations. Studia Scientiarum Mathematicarum Hungarica, 2:299-318, 1967.
-
(1967)
Studia Scientiarum Mathematicarum Hungarica
, vol.2
, pp. 299-318
-
-
Csiszár, I.1
-
62
-
-
0006409966
-
Generalized projections for non-negative functions
-
March
-
I. Csiszár. Generalized projections for non-negative functions. Acta Mathematica Hungarica, 68 (1):161-186, March 1995.
-
(1995)
Acta Mathematica Hungarica
, vol.68
, Issue.1
, pp. 161-186
-
-
Csiszár, I.1
-
63
-
-
0031329212
-
A plug-in approach to support estimation
-
A. Cuevas and R. Fraiman. A plug-in approach to support estimation. The Annals of Statistics, 25 (6):2300-2312, 1997.
-
(1997)
The Annals of Statistics
, vol.25
, Issue.6
, pp. 2300-2312
-
-
Cuevas, A.1
Fraiman, R.2
-
65
-
-
0001317036
-
Uncertainty, information, and sequential experiments
-
M.H. DeGroot. Uncertainty, information, and sequential experiments. The Annals of Mathematical Statistics, 33(2):404-419, 1962.
-
(1962)
The Annals of Mathematical Statistics
, vol.33
, Issue.2
, pp. 404-419
-
-
Degroot, M.H.1
-
70
-
-
0035420978
-
Csiszár f-divergence, Ostrowski's inequality and mutual information
-
DOI 10.1016/S0362-546X(01)00361-3, PII S0362546X01003613
-
S.S. Dragomir, V. Gluščević, and C.E.M. Pearce. Csiszar f-divergence, Ostrowski's inequality and mutual information. Nonlinear Analysis, 47:2375-2386, 2001. (Pubitemid 32748811)
-
(2001)
Nonlinear Analysis, Theory, Methods and Applications
, vol.47
, Issue.4
, pp. 2375-2386
-
-
Dragomir, S.S.1
Gluscevic, V.2
Pearce, C.E.M.3
-
71
-
-
33746064858
-
Discriminative vs. generative classifiers for cost sensitive learning
-
DOI 10.1007/11766247-41, Advances in Artificial Intelligence - 19th Conference of the Canadian Society for Computational Studies of Intelligence, Canadian AI 2006, Proceedings
-
C. Drummond. Discriminative vs. generative classifiers for cost sensitive learning. In Proceedings of the Nineteenth Canadian Conference on Artificial Intelligence, LNAI 4013, pages 479-490, Quebec, Canada, 2006. (Pubitemid 44077490)
-
(2006)
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
, vol.4013
, pp. 479-490
-
-
Drummond, C.1
-
72
-
-
33748991193
-
Cost curves: An improved method for visualizing classifier performance
-
DOI 10.1007/s10994-006-8199-5
-
C. Drummond and R.C. Holte. Cost curves: An improved method for visualizing classifier performance. Machine Learning, 65(1):95-130, 2006. (Pubitemid 44451195)
-
(2006)
Machine Learning
, vol.65
, Issue.1
, pp. 95-130
-
-
Drummond, C.1
Holte, R.C.2
-
74
-
-
52349088402
-
Information geometry and statistical pattern recognition
-
To appear in, American Mathematical Society
-
S. Eguchi. Information geometry and statistical pattern recognition. To appear in Sugaku Exposition, American Mathematical Society, 2005.
-
(2005)
Sugaku Exposition
-
-
Eguchi, S.1
-
75
-
-
1542367499
-
Recent developments in discriminant analysis from an information geometric point of view
-
S. Eguchi and J. Copas. Recent developments in discriminant analysis from an information geometric point of view. Journal of the Korean Statistical Society, 30:247-264, 2001.
-
(2001)
Journal of the Korean Statistical Society
, vol.30
, pp. 247-264
-
-
Eguchi, S.1
Copas, J.2
-
76
-
-
26944454497
-
ROC graphs: Notes and practical considerations for researchers
-
T. Fawcett. ROC graphs: Notes and practical considerations for researchers. Machine Learning, 31, 2004.
-
(2004)
Machine Learning
, vol.31
-
-
Fawcett, T.1
-
77
-
-
33646017973
-
ROC graphs with instance-varying costs
-
T. Fawcett. ROC graphs with instance-varying costs. Pattern Recognition Letters, 27(8):882-891, 2006.
-
(2006)
Pattern Recognition Letters
, vol.27
, Issue.8
, pp. 882-891
-
-
Fawcett, T.1
-
79
-
-
0037704261
-
Refinements of Pinsker's inequality
-
June
-
A.A. Fedotov, P. Harremoës, and F. Topsoe. Refinements of Pinsker's inequality. IEEE Transactions on Information Theory, 49(6):1491-1498, June 2003.
-
(2003)
IEEE Transactions on Information Theory
, vol.49
, Issue.6
, pp. 1491-1498
-
-
Fedotov, A.A.1
Harremoës, P.2
Topsoe, F.3
-
83
-
-
0242554916
-
Open problems in the philosophy of information
-
L. Floridi. Open problems in the philosophy of information. Metaphilosophy, 35(4):554-582, 2004.
-
(2004)
Metaphilosophy
, vol.35
, Issue.4
, pp. 554-582
-
-
Floridi, L.1
-
86
-
-
0042311632
-
Product modularity: Definitions and benefits
-
DOI 10.1080/0954482031000091068
-
J. K. Gershenson, G. J. Prasad, and Y. Zhang. Product modularity: definitions and benefits. Journal of Engineering Design, 14:295-313, 2003. (Pubitemid 37147587)
-
(2003)
Journal of Engineering Design
, vol.14
, Issue.3
, pp. 295-313
-
-
Gershenson, J.K.1
Prasad, G.J.2
Zhang, Y.3
-
87
-
-
0003780657
-
-
AIPS-98 Planning Committee
-
M. Ghallab, A. Howe, C. Knoblock, D. McDermott, A. Ram, M. Veloso, D. Weld, and D. Wilkins. PDDL specification, 1998. AIPS-98 Planning Committee.
-
(1998)
PDDL Specification
-
-
Ghallab, M.1
Howe, A.2
Knoblock, C.3
McDermott, D.4
Ram, A.5
Veloso, M.6
Weld, D.7
Wilkins, D.8
-
92
-
-
33947274775
-
Strictly proper scoring rules, prediction, and estimation
-
March
-
T. Gneiting and A.E. Raftery. Strictly proper scoring rules, prediction, and estimation. Journal of the American Statistical Association, 102(477):359-378, March 2007.
-
(2007)
Journal of the American Statistical Association
, vol.102
, Issue.477
, pp. 359-378
-
-
Gneiting, T.1
Raftery, A.E.2
-
93
-
-
0042003916
-
Comparison of experiments and information measures
-
P.K. Goel and M.H. DeGroot. Comparison of Experiments and Information Measures. The Annals of Statistics, 7(5):1066-1077, 1979.
-
(1979)
The Annals of Statistics
, vol.7
, Issue.5
, pp. 1066-1077
-
-
Goel, P.K.1
Degroot, M.H.2
-
95
-
-
33646502978
-
When can two unsupervised learners achieve PAC separation?
-
Computational Learning Theory
-
P.W. Goldberg. When can two unsupervised learners achieve PAC separation? Proceedings of the 14th Annual Conference on Computational Learning Theory (COLT), pages 303-319, 2001. (Pubitemid 33312830)
-
(2001)
Lecture Notes in Computer Science
, Issue.2111
, pp. 303-319
-
-
Goldberg, P.W.1
-
97
-
-
0023417913
-
On the relationship between the information measures and the Bayes probability of error
-
J.D.J. Golic. On the relationship between the information measures and the Bayes probability of error. IEEE Transactions on Information Theory, 33(5):681-693, 1987.
-
(1987)
IEEE Transactions on Information Theory
, vol.33
, Issue.5
, pp. 681-693
-
-
Golic, J.D.J.1
-
98
-
-
77951533539
-
A kernel method for the two-sample-problem
-
submitted
-
A. Gretton, K.M. Borgwardt, M. Rasch, B. Schölkopf, and A.J. Smola. A kernel method for the two-sample-problem. Journal of Machine Learning Research, 2008. submitted.
-
(2008)
Journal of Machine Learning Research
-
-
Gretton, A.1
Borgwardt, K.M.2
Rasch, M.3
Schölkopf, B.4
Smola, A.J.5
-
99
-
-
0037942868
-
Data mining standards initiatives
-
R.L. Grossman, M.F. Hornick, and G. Meyer. Data mining standards initiatives. Commun. ACM, 45(8):59-61, 2002. ISSN 0001-0782. (Pubitemid 135701842)
-
(2002)
Communications of the ACM
, vol.45
, Issue.8
, pp. 59-61
-
-
Grossman, R.L.1
Hornick, M.F.2
Meyer, G.3
-
101
-
-
6344274901
-
Game theory, maximum entropy, minimum discrepancy and robust Bayesian decision theory
-
DOI 10.1214/009053604000000553
-
P.D. Grünwald and A.P. Dawid. Game theory, maximum entropy, minimum discrepancy and robust bayesian decision theory. The Annals of Statistics, 32(4):1367-1433, 2004. (Pubitemid 41250271)
-
(2004)
Annals of Statistics
, vol.32
, Issue.4
, pp. 1367-1433
-
-
Grunwald, P.D.1
Philip Dawid, A.2
-
104
-
-
39849089034
-
The Skill Plot: A graphical technique for evaluating continuous diagnostic tests: Commentary
-
DOI 10.1111/j.1541-0420.2007.00781-3.x
-
D.J. Hand. Comment on "The skill-plot: A graphical technique for evaluating continuous diagnostic tests". Biometrics, 63:259, 2008. (Pubitemid 351316852)
-
(2008)
Biometrics
, vol.64
, Issue.1
, pp. 259
-
-
Hand, D.J.1
-
105
-
-
0003562954
-
A simple generalisation of the area under the ROC curve for multiple class classification problems
-
DOI 10.1023/A:1010920819831
-
D.J. Hand and R.J. Till. A simple generalisation of the area under the ROC curve for multiple class classification problems. Machine Learning, 45(2):171-186, 2001. (Pubitemid 33635984)
-
(2001)
Machine Learning
, vol.45
, Issue.2
, pp. 171-186
-
-
Hand, D.J.1
Till, R.J.2
-
106
-
-
0037598692
-
Local versus global models for classification problems: Fitting models where it matters
-
DOI 10.1198/0003130031423
-
D.J. Hand and V. Vinciotti. Local versus global models for classification problems: Fitting models where it matters. The American Statistician, 57(2):124-131, 2003. (Pubitemid 36594034)
-
(2003)
American Statistician
, vol.57
, Issue.2
, pp. 124-131
-
-
Hand, D.J.1
Vinciotti, V.2
-
107
-
-
0020083498
-
The meaning and use of the area under a receiver operating characteristic (ROC) curve
-
J.A. Hanley and B.J. McNeil. The meaning and use of the area under a receiver operating characteristic (ROC) curve. Radiology, 143:29-36, 1982. (Pubitemid 12142173)
-
(1982)
Radiology
, vol.143
, Issue.1
, pp. 29-36
-
-
Hanley, J.A.1
McNeil, B.J.2
-
108
-
-
79955809248
-
-
Ph.d. thesis, Roskilde University
-
P. Harremoës. Time and Conditional Independence. Ph.d. thesis, Roskilde University, 1993. Original in Danish entitled Tid og Betinget Uafhaengighed. English translation partially available at http://www.math.ku.dk/ ~moes/index.html.
-
(1993)
Time and Conditional Independence
-
-
Harremoës, P.1
-
115
-
-
0004213458
-
-
Longmans, Green, and Co., London. Hibbert Lectures at Manchester College on the Present Situation in Philosophy
-
W. James. A Pluralistic Universe. Longmans, Green, and Co., London, 1909. Hibbert Lectures at Manchester College on the Present Situation in Philosophy.
-
(1909)
A Pluralistic Universe
-
-
James, W.1
-
116
-
-
33750712867
-
-
Doctor Scientiarum Thesis, Department of Physics, Faculty of Science, University of Tromsø
-
R. Jenssen. An information theoretic approach to machine learning. Doctor Scientiarum Thesis, Department of Physics, Faculty of Science, University of Tromsø, 2005a.
-
(2005)
An Information Theoretic Approach to Machine Learning
-
-
Jenssen, R.1
-
118
-
-
17644422252
-
Towards a unification of information theoretic learning and Kernel methods
-
Machine Learning for Signal Processing XIV - Proceedings of 2004 IEEE Signal Processing Society Workshop
-
R. Jenssen, D. Erdogmus, J.C. Principe, and T. Eltoft. Towards a unification of information theoretic learning and kernel methods. In Proc. IEEE Workshop on Machine Learning for Signal Processing (MLSP2004), pages 93-102, 2004. (Pubitemid 40557177)
-
(2004)
Machine Learning for Signal Processing XIV - Proceedings of the 2004 IEEE Signal Processing Society Workshop
, pp. 93-102
-
-
Jenssen, R.1
Erdogmus, D.2
Principe, J.C.3
Eltoft, T.4
-
119
-
-
33846338472
-
Some equivalences between kernel methods and information theoretic methods
-
DOI 10.1007/s11265-006-9771-8
-
R. Jenssen, D. Erdogmus, J.C. Príncipe, and T. Eltoft. Some equivalences between kernel methods and information theoretic methods. Journal of VLSI Signal Processing, 45(1):49-65, 2006. (Paper 3 of Jenssen (2005a)). (Pubitemid 46132343)
-
(2006)
Journal of VLSI Signal Processing Systems for Signal, Image, and Video Technology
, vol.45
, Issue.1-2
, pp. 49-65
-
-
Jenssen, R.1
Eltoft, T.2
Erdogmus, D.3
Principe, J.C.4
-
122
-
-
65249157560
-
The divergence and Bhattacharyya distance measures in signal selection
-
T. Kailath. The divergence and Bhattacharyya distance measures in signal selection. IEEE Transactions on Communications, 15(1):52-60, 1967.
-
(1967)
IEEE Transactions on Communications
, vol.15
, Issue.1
, pp. 52-60
-
-
Kailath, T.1
-
125
-
-
68949135205
-
Confliction of the convexity and metric properties in f-divergences
-
M. Khosravifard, D. Fooladivanda, and T.A. Gulliver. Confliction of the convexity and metric properties in f-divergences. IEICE Transactions on Fundamentals ofElectronics, Communication and Computer Sciences, E90-A(9):1848-1853, 2007.
-
(2007)
IEICE Transactions on Fundamentals OfElectronics, Communication and Computer Sciences
, vol.E90-A
, Issue.9
, pp. 1848-1853
-
-
Khosravifard, M.1
Fooladivanda, D.2
Gulliver, T.A.3
-
126
-
-
34248002001
-
The foundations of statistics - Are there any?
-
J. Kiefer. The foundations of statistics - are there any? Synthese, 36:161-176, 1977.
-
(1977)
Synthese
, vol.36
, pp. 161-176
-
-
Kiefer, J.1
-
129
-
-
0035246564
-
Factor graphs and the sum-product algorithm
-
DOI 10.1109/18.910572, PII S0018944801007210
-
F.R. Kschischang, B.J. Frey, and H.A. Loeliger. Factor graphs and the sum-product algorithm. IEEE Transactions on Information Theory, 47(2):498-519, 2001. (Pubitemid 32318087)
-
(2001)
IEEE Transactions on Information Theory
, vol.47
, Issue.2
, pp. 498-519
-
-
Kschischang, F.R.1
Frey, B.J.2
Loeliger, H.-A.3
-
130
-
-
84941465845
-
Lower bound for discrimination information in terms of variation
-
Correction, volume 16, p. 652, September 1970
-
S. Kullback. Lower bound for discrimination information in terms of variation. IEEE Transactions on Information Theory, 13:126-127, 1967. Correction, volume 16, p. 652, September 1970.
-
(1967)
IEEE Transactions on Information Theory
, vol.13
, pp. 126-127
-
-
Kullback, S.1
-
131
-
-
17944378837
-
A symmetric information divergence measure of the Csiszár's f-divergence class and its bounds
-
DOI 10.1016/j.camwa.2004.07.017, PII S0898122105000519
-
P. Kumar and S. Chhina. A symmetric information divergence measure of the Csiszar's f -divergence class and its bounds. Computers and Mathematics with Applications, 49:575-588, 2005. (Pubitemid 40597260)
-
(2005)
Computers and Mathematics with Applications
, vol.49
, Issue.4
, pp. 575-588
-
-
Kumar, P.1
Chhina, S.2
-
132
-
-
58849090804
-
Selffinanced wagering mechanisms for forecasting
-
Lance Fortnow, John Riedl, and Tuomas Sandholm, editors
-
N. Lambert, J. Langford, J. Wortman, Y. Chen, D. Reeves, Y. Shoham, and D. Pennock. Selffinanced wagering mechanisms for forecasting. In Lance Fortnow, John Riedl, and Tuomas Sandholm, editors, Proceedings of the ACM Conference on Electronic Commerce, pages 170-179, 2008.
-
(2008)
Proceedings of the ACM Conference on Electronic Commerce
, pp. 170-179
-
-
Lambert, N.1
Langford, J.2
Wortman, J.3
Chen, Y.4
Reeves, D.5
Shoham, Y.6
Pennock, D.7
-
133
-
-
79955792187
-
Machine learning reductions tutorial
-
Slides presented at the, July
-
J. Langford. Machine learning reductions tutorial. Slides presented at the Machine Learning Summer School, July 2006.
-
(2006)
Machine Learning Summer School
-
-
Langford, J.1
-
134
-
-
79955858806
-
Alternative machine learning reductions definitions
-
March
-
J. Langford. Alternative machine learning reductions definitions. Machine Learning (Theory), March 2007. URL http://hunch.net/?p=255.
-
(2007)
Machine Learning (Theory)
-
-
Langford, J.1
-
138
-
-
33845597672
-
Principled hybrids of generative and discriminative models
-
DOI 10.1109/CVPR.2006.227, 1640745, Proceedings - 2006 IEEE Computer Society Conference on Computer Vision and Pattern Recognition, CVPR 2006
-
J.A. Lasserre, C.M. Bishop, and T.P. Minka. Principled hybrids of generative and discriminative models. In Proceedings of the 2006 IEEE Computer Society Conference on Computer Vision and Pattern Recognition - Volume 1, pages 87-94. IEEE Computer Society Washington, DC, USA, 2006. (Pubitemid 44931316)
-
(2006)
Proceedings - 2006 IEEE Computer Society Conference on Computer Vision and Pattern Recognition, CVPR 2006
, vol.1
, pp. 87-94
-
-
Lasserre, J.A.1
Bishop, C.M.2
Minka, T.P.3
-
139
-
-
0000457130
-
Sufficiency and approximate sufficiency
-
L. LeCam. Sufficiency and Approximate Sufficiency. The Annals of Mathematical Statistics, 35(4): 1419-1455, 1964.
-
(1964)
The Annals of Mathematical Statistics
, vol.35
, Issue.4
, pp. 1419-1455
-
-
Lecam, L.1
-
143
-
-
33947426775
-
On divergences and informations in statistics and information theory
-
DOI 10.1109/TIT.2006.881731
-
F. Liese and I. Vajda. On divergences and informations in statistics and information theory. IEEE Transactions on Information Theory, 52(10):4394-4412, 2006. (Pubitemid 46445281)
-
(2006)
IEEE Transactions on Information Theory
, vol.52
, Issue.10
, pp. 4394-4412
-
-
Liese, F.1
Vajda, I.2
-
144
-
-
0001249987
-
On a measure of the information provided by an experiment
-
D.V. Lindley. On a measure of the information provided by an experiment. The Annals of Mathematical Statistics, 27(4):986-1005, 1956.
-
(1956)
The Annals of Mathematical Statistics
, vol.27
, Issue.4
, pp. 986-1005
-
-
Lindley, D.V.1
-
145
-
-
79955815259
-
On the origin and early history of functional analysis
-
Uppsala Universitet, January
-
J. Lindström. On the origin and early history of functional analysis. Technical Report U.U.D.M. Projrect Report 2008:1, Uppsala Universitet, January 2008.
-
(2008)
Technical Report U.U.D.M. Projrect Report 2008:1
-
-
Lindström, J.1
-
147
-
-
33746093282
-
Discriminative learning can succeed where generative learning fails
-
Learning Theory - 19th Annual Conference on Learning Theory, COLT 2006, Proceedings
-
P.M. Long and R.A. Servedio. Discriminative learning can succeed where generative learning fails. In G. Lugosi and H.U. Simon, editors, Proceedings of the Conference on Learning Theory (COLT), LNAI 4005, pages 319-334, Berlin, 2006. Springer-Verlag. (Pubitemid 44072203)
-
(2006)
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
, vol.4005
, pp. 319-334
-
-
Long, P.M.1
Servedio, R.A.2
-
152
-
-
85009284741
-
A Parzen window based derivation of minimum classification error from the theoretical Bayes classification risk
-
E. McDermott and S. Katagiri. A Parzen window based derivation of minimum classification error from the theoretical Bayes classification risk. In Proceedings of International Conference on Spoken Language Processing, pages 2465-2468, 2002.
-
(2002)
Proceedings of International Conference on Spoken Language Processing
, pp. 2465-2468
-
-
McDermott, E.1
Katagiri, S.2
-
157
-
-
0010487372
-
Integral probability metrics and their generating classes of functions
-
A. Müller. Integral probability metrics and their generating classes of functions. Advances in Applied Probability, 29:429-443, 1997a. (Pubitemid 127554412)
-
(1997)
Advances in Applied Probability
, vol.29
, Issue.2
, pp. 429-443
-
-
Muller, A.1
-
158
-
-
0001674310
-
Stochastic orders generated by integrals: A unified study
-
A. Müller. Stochastic orders generated by integrals: A unified study. Advances in Applied Probability, 29:414-428, 1997b. (Pubitemid 127554411)
-
(1997)
Advances in Applied Probability
, vol.29
, Issue.2
, pp. 414-428
-
-
Muller, A.1
-
161
-
-
59549087165
-
On discriminative vs. generative classifiers: A comparison of logistic regression and naïve Bayes
-
A. Y. Ng and M.I. Jordan. On discriminative vs. generative classifiers: A comparison of logistic regression and naïve Bayes. In Advances in Neural Information Processing Systems (NIPS), volume 15, 2002.
-
(2002)
Advances in Neural Information Processing Systems (NIPS)
, vol.15
-
-
Ng, A.Y.1
Jordan, M.I.2
-
162
-
-
51649096060
-
-
Technical Report 695, Department of Statistics, University of California, Berkeley, October
-
X. Nguyen, M.J. Wainwright, and M.I. Jordan. On distance measures, surrogate loss functions, and distributed detection. Technical Report 695, Department of Statistics, University of California, Berkeley, October 2005.
-
(2005)
On Distance Measures, Surrogate Loss Functions, and Distributed Detection
-
-
Nguyen, X.1
Wainwright, M.J.2
Jordan, M.I.3
-
166
-
-
34250244327
-
Divergenzen von Wahrscheinlichkeitsverteilungen - Integralge- ometrisch Betrachtet
-
F. Österreicher and D. Feldman. Divergenzen von Wahrscheinlichkeitsverteilungen - Integralge- ometrisch Betrachtet. Acta Mathematica Academaiae Scientiarum Hungarica, 37(4):329-337, 1981.
-
(1981)
Acta Mathematica Academaiae Scientiarum Hungarica
, vol.37
, Issue.4
, pp. 329-337
-
-
Österreicher, F.1
Feldman, D.2
-
169
-
-
33745711479
-
Kernel principal components are maximum entropy projections
-
DOI 10.1007/11679363-105, Independent Component Analysis and Blind Signal Separation - 6th International Conference, ICA 2006, Proceedings
-
A.R.C. Pavia, J.-.W Xu, and J.C. Príncipe. Kernel principal components are maximum entropy projections. In ICA 2006. Springer Lecture Notes in Computer Science 3889, pages 846-853, 2006. (Pubitemid 43998496)
-
(2006)
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
, vol.3889
, pp. 846-853
-
-
Paiva, A.R.C.1
Xu, J.-W.2
Principe, J.C.3
-
170
-
-
0041392982
-
Lectures on Choquet's theorem
-
Springer, 2nd edition
-
R.R. Phelps. Lectures on Choquet's Theorem, volume 1757 of Lecture Notes in Mathematics. Springer, 2nd edition, 2001
-
(2001)
Lecture Notes in Mathematics
, vol.1757
-
-
Phelps, R.R.1
-
172
-
-
79955840265
-
-
Preprint, Statistics Department, Yale University, May
-
D. Pollard. Some thoughts on LeCam's statistical decision theory. Preprint, Statistics Department, Yale University, May 2000. URL http://www.stat.yale.edu/~pollard/Papers/thoughts.pdf.
-
(2000)
Some Thoughts on LeCam's Statistical Decision Theory
-
-
Pollard, D.1
-
173
-
-
0017538819
-
Applications of Ali-Silvey distance measures in the design of generalized quantizers for binary decision systems
-
H. Vincent Poor and John B. Thomas. Applications of Ali-Silvey distance measures in the design of generalized quantizers for binary decision systems. IEEE Transactions on Communications, 25(9):893-900, September 1977. (Pubitemid 8564957)
-
(1977)
IEEE Transactions on Communications
, vol.COM-25
, Issue.9
, pp. 893-900
-
-
Poor H.Vincent1
Thomas John, B.2
-
174
-
-
0000986833
-
Information theoretic learning
-
Simon Haykin, editor, New York. Wiley
-
J.C. Principe, D. Xu, and J. Fisher. Information theoretic learning. In Simon Haykin, editor, Unsupervised Adaptive Filtering: Volume 1, Blind Source Seperation, pages 265-319, New York, 2000a. Wiley.
-
(2000)
Unsupervised Adaptive Filtering: Volume 1, Blind Source Seperation
, pp. 265-319
-
-
Principe, J.C.1
Xu, D.2
Fisher, J.3
-
175
-
-
0034245254
-
Learning from examples with information theoretic criteria
-
J.C. Principe, D. Xu, Q. Zhao, and J.W. Fisher III. Learning from examples with information theoretic criteria. The Journal of VLSI Signal Processing, 26(1-2):61-77, 2000b.
-
(2000)
The Journal of VLSI Signal Processing
, vol.26
, Issue.1-2
, pp. 61-77
-
-
Principe, J.C.1
Xu, D.2
Zhao, Q.3
Fisher Iii, J.W.4
-
180
-
-
32044466073
-
Markov logic networks
-
DOI 10.1007/s10994-006-5833-1
-
M. Richardson and P. Domingos. Markov logic networks. Machine Learning, 62(1):107-136, 2006. (Pubitemid 43202307)
-
(2006)
Machine Learning
, vol.62
, Issue.1-2 SPEC. ISS.
, pp. 107-136
-
-
Richardson, M.1
Domingos, P.2
-
187
-
-
84950658032
-
Elicitation of personal probabilities and expectations
-
L.J. Savage. Elicitation of personal probabilities and expectations. Journal of the American Statistical Association, 66(336):783-801, 1971.
-
(1971)
Journal of the American Statistical Association
, vol.66
, Issue.336
, pp. 783-801
-
-
Savage, L.J.1
-
189
-
-
0010300077
-
A general method for comparing probability assessors
-
M.J. Schervish. A general method for comparing probability assessors. The Annals of Statistics, 17 (4):1856-1879, 1989.
-
(1989)
The Annals of Statistics
, vol.17
, Issue.4
, pp. 1856-1879
-
-
Schervish, M.J.1
-
191
-
-
17444438778
-
New support vector algorithms
-
B. Schölkopf, A. Smola, R. C. Williamson, and P. L. Bartlett. New support vector algorithms. Neural Computation, 12:1207-1245, 2000.
-
(2000)
Neural Computation
, vol.12
, pp. 1207-1245
-
-
Schölkopf, B.1
Smola, A.2
Williamson, R.C.3
Bartlett, P.L.4
-
193
-
-
34249819370
-
Regression level set estimation via cost-sensitive classification
-
DOI 10.1109/TSP.2007.893758
-
C. Scott and M. Davenport. Regression level set estimation via cost-sensitive classification. IEEE Transactions on Signal Processing, 55(6 Part 1):2752-2757, 2007. (Pubitemid 46851640)
-
(2007)
IEEE Transactions on Signal Processing
, vol.55
, Issue.6
, pp. 2752-2757
-
-
Scott, C.1
Davenport, M.2
-
195
-
-
84856043672
-
A mathematical theory of communication
-
623-656
-
C.E. Shannon. A mathematical theory of communication. Bell System Technical Journal, 27:379-423; 623-656, 1948.
-
(1948)
Bell System Technical Journal
, vol.27
, pp. 379-423
-
-
Shannon, C.E.1
-
197
-
-
0013920744
-
Admissible probability measurement procedures
-
June
-
E. Shuford, A. Albert, and H.E. Massengill. Admissible probability measurement procedures. Psychometrika, 31(2):125-145, June 1966.
-
(1966)
Psychometrika
, vol.31
, Issue.2
, pp. 125-145
-
-
Shuford, E.1
Albert, A.2
Massengill, H.E.3
-
198
-
-
33747884698
-
An ontology of scientific experiments
-
DOI 10.1098/rsif.2006.0134
-
L.N. Soldatova and R.D. King. An ontology of scientific experiments. Interface: The Journal of The Royal Society, 3(11):795-803, 2006. (Pubitemid 44901310)
-
(2006)
Journal of the Royal Society Interface
, vol.3
, Issue.11
, pp. 795-803
-
-
Soldatova, L.N.1
King, R.D.2
-
200
-
-
77951962690
-
-
Arxiv preprint arXiv:0901.2698v4, October
-
B.K. Sriperumbudur, A. Gretton, K. Fukumizu, G. Lanckriet, and B. Schölkopf. On integral probability metrics, ø-divergences and binary classification. Arxiv preprint arXiv:0901.2698v4, October 2009.
-
(2009)
On Integral Probability Metrics ø-divergences and Binary Classification
-
-
Sriperumbudur, B.K.1
Gretton, A.2
Fukumizu, K.3
Lanckriet, G.4
Schölkopf, B.5
-
201
-
-
39049155457
-
-
Preprint, Modeling, Algorithms and Informatics Group, CCS-3, Los Alamos National Laboratory, September
-
I. Steinwart. How to compare different loss functions and their risks. Preprint, Modeling, Algorithms and Informatics Group, CCS-3, Los Alamos National Laboratory, September 2006.
-
(2006)
How to Compare Different Loss Functions and Their Risks
-
-
Steinwart, I.1
-
202
-
-
34547483052
-
How to compare different loss functions and their risks
-
August
-
I. Steinwart. How to compare different loss functions and their risks. Constructive Approximation, 26(2):225-287, August 2007.
-
(2007)
Constructive Approximation
, vol.26
, Issue.2
, pp. 225-287
-
-
Steinwart, I.1
-
210
-
-
0039555477
-
Stieltjes integral representation of convex functions
-
W. B. Temple. Stieltjes integral representation of convex functions. Duke Mathematical Journal, 21:527-531, 1954.
-
(1954)
Duke Mathematical Journal
, vol.21
, pp. 527-531
-
-
Temple, W.B.1
-
213
-
-
0034224418
-
Some inequalities for information divergence and related measures of discrimination
-
F. Topsøe. Some inequalities for information divergence and related measures of discrimination. IEEE Transactions on Information Theory, 46(4):1602-1609, 2000.
-
(2000)
IEEE Transactions on Information Theory
, vol.46
, Issue.4
, pp. 1602-1609
-
-
Topsøe, F.1
-
214
-
-
5044250398
-
Bounds for entropy and divergence for distributions over a two-element set
-
F. Topsøe. Bounds for entropy and divergence for distributions over a two-element set. J. Ineq. Pure & Appl. Math, 2(2), 2001.
-
(2001)
J. Ineq. Pure & Appl. Math
, vol.2
, pp. 2
-
-
Topsøe, F.1
-
215
-
-
79955807857
-
Between truth and description
-
Presented at, June 2006
-
F. Topsøe. Between truth and description. Presented at Prague Stochastics 2006, June 2006.
-
(2006)
Prague Stochastics
-
-
Topsøe, F.1
-
216
-
-
0011582209
-
Measures of information based on comparison with total information and with total ignorance
-
E. N. Torgersen. Measures of information based on comparison with total information and with total ignorance. The Annals of Statistics, 9(3):638-657, 1981.
-
(1981)
The Annals of Statistics
, vol.9
, Issue.3
, pp. 638-657
-
-
Torgersen, E.N.1
-
218
-
-
0017904720
-
Probability of error, expected divergence, and the affinity of several distributions
-
G. T. Toussaint. Probability of error, expected divergence and the affinity of several distributions. IEEE Transactions on Systems, Man and Cybernetics, 8:482-485, 1978. (Pubitemid 8362382)
-
(1978)
IEEE Transactions on Systems, Man and Cybernetics
, vol.8
, Issue.6
, pp. 482-485
-
-
Toussaint, G.T.1
-
219
-
-
0002870234
-
Epistemological pluralism and the revaluation of the concrete
-
March
-
S. Turkle and S. Papert. Epistemological pluralism and the revaluation of the concrete. Journal of Mathematical Behavior, 11(1):3-33, March 1992.
-
(1992)
Journal of Mathematical Behavior
, vol.11
, Issue.1
, pp. 3-33
-
-
Turkle, S.1
Papert, S.2
-
221
-
-
0001108754
-
On generalized Csiszár-Kullback inequalities
-
A. Unterreiter, A. Arnold, P. Markowich, and G. Toscani. On generalized Csiszár-Kullback inequalities. Monatshefte für Mathematik, 131:235-253, 2000.
-
(2000)
Monatshefte für Mathematik
, vol.131
, pp. 235-253
-
-
Unterreiter, A.1
Arnold, A.2
Markowich, P.3
Toscani, G.4
-
223
-
-
0043142195
-
The statistical work of Lucien le Cam
-
A. van der Vaart. The statistical work of Lucien Le Cam. Annals of Statistics, 30(3):631-682, 2002.
-
(2002)
Annals of Statistics
, vol.30
, Issue.3
, pp. 631-682
-
-
Vaart Der A.Van1
-
225
-
-
84913705650
-
Inductive principles of the search for empirical dependences (methods based on weak convergence of probability measures)
-
San Francisco, CA, USA, Morgan Kaufmann Publishers Inc
-
V. N. Vapnik. Inductive principles of the search for empirical dependences (methods based on weak convergence of probability measures). In COLT '89: Proceedings of the second annual workshop on computational learning theory, pages 3-21, San Francisco, CA, USA, 1989. Morgan Kaufmann Publishers Inc.
-
(1989)
COLT '89: Proceedings of the Second Annual Workshop on Computational Learning Theory
, pp. 3-21
-
-
Vapnik, V.N.1
-
226
-
-
79955802109
-
-
University of California, Berkeley, October
-
H. R. Varian. Innovation, components and complements. University of California, Berkeley, October 2003. URL http://www.almaden.ibm.com/coevolution/ pdf/varian-paper.pdf.
-
(2003)
Innovation Components and Complements
-
-
Varian, H.R.1
-
228
-
-
0043272823
-
Statistical decision functions
-
June
-
A. Wald. Statistical decision functions. The Annals of Mathematical Statistics, 20(2):165-205, June 1949.
-
(1949)
The Annals of Mathematical Statistics
, vol.20
, Issue.2
, pp. 165-205
-
-
Wald, A.1
-
230
-
-
0039573715
-
Recombinant growth
-
M.L. Weitzman. Recombinant growth. Quarterly Journal of Economics, 113(2):331-360, 1998. (Pubitemid 128082166)
-
(1998)
Quarterly Journal of Economics
, vol.113
, Issue.2
, pp. 331-360
-
-
Weitzman, M.L.1
-
232
-
-
79955847298
-
-
Wikipedia, September. Accessed 17/09/2007
-
Wikipedia. Grothendieck's relative point of view. Wikipedia, September 2007. URL http://en.wikipedia.org/wiki/Grothendieck's-relative-point-of-view. Accessed 17/09/2007.
-
(2007)
Grothendieck's Relative Point of View
-
-
-
233
-
-
0003073074
-
Scoring rules and the evaluation of probabilities
-
March
-
R. Winkler, J. Mũoz, J. Cervera, J. Bernardo, G. Blattenberger, J. Kadane, D. Lindley, A. Murphy, R. Oliver, and D. Rios-Insua. Scoring rules and the evaluation of probabilities. TEST, 5(1):1-60, March 1990.
-
(1990)
Test
, vol.5
, Issue.1
, pp. 1-60
-
-
Winkler, R.1
Mũoz, J.2
Cervera, J.3
Bernardo, J.4
Blattenberger, G.5
Kadane, J.6
Lindley, D.7
Murphy, A.8
Oliver, R.9
Rios-Insua, D.10
-
234
-
-
0032679969
-
Some inequalities relating different measures of divergence between two probability distributions
-
L. Withers. Some inequalities relating different measures of divergence between two probability distributions. IEEE Transactions on Information Theory, 45(5):1728-1735, 1999.
-
(1999)
IEEE Transactions on Information Theory
, vol.45
, Issue.5
, pp. 1728-1735
-
-
Withers, L.1
-
235
-
-
0035246212
-
Unified design of iterative receivers using factor graphs
-
DOI 10.1109/18.910595, PII S0018944801007234
-
A. P. Worthen and W.E. Stark. Unified design of iterative receivers using factor graphs. IEEE Transactions on Information Theory, 47(2):843-849, 2001. (Pubitemid 32325532)
-
(2001)
IEEE Transactions on Information Theory
, vol.47
, Issue.2
, pp. 843-849
-
-
Worthen, A.P.1
Stark, W.E.2
-
236
-
-
0036532091
-
A weighted generalization of the Mann-Whitney-Wilcoxon statistic
-
J. Xie and C.E. Priebe. A weighted generalization of the Mann-Whitney-Wilcoxon statistic. Journal of Statistical Planning and Inference, 102(2):441-466, 2002.
-
(2002)
Journal of Statistical Planning and Inference
, vol.102
, Issue.2
, pp. 441-466
-
-
Xie, J.1
Priebe, C.E.2
-
237
-
-
33646759602
-
An information-theoretic perspective to kernel independent component analysis
-
J.-W. Xu, D. Erdogmus, R. Jenssen, and J.C. Príncipe. An information-theoretic perspective to kernel independent component analysis. In Proceedings of International Conference on Acoustics, Speech and Signal Processing (ICASSP '05), volume 5, pages 249-252, 2005.
-
(2005)
Proceedings of International Conference on Acoustics, Speech and Signal Processing (ICASSP '05)
, vol.5
, pp. 249-252
-
-
Xu, J.-W.1
Erdogmus, D.2
Jenssen, R.3
Príncipe, J.C.4
-
238
-
-
0043137715
-
A conversation with Lucien le Cam
-
G.L. Yang and L. Le Cam. A conversation with Lucien Le Cam. Statistical Science, 14(2):223-241, 1999.
-
(1999)
Statistical Science
, vol.14
, Issue.2
, pp. 223-241
-
-
Yang, G.L.1
Le Cam, L.2
-
240
-
-
85041123735
-
Divergence function, duality, and convex analysis
-
DOI 10.1162/08997660460734047
-
J. Zhang. Divergence function, duality, and convex analysis. Neural Computation, 16(1):159-195, 2004a. (Pubitemid 37528419)
-
(2004)
Neural Computation
, vol.16
, Issue.1
, pp. 159-195
-
-
Zhang, J.1
-
241
-
-
79955823481
-
Dualistic riemannian manifold structure induced from convex functions
-
J. Zhang and H. Matsuzoe. Dualistic riemannian manifold structure induced from convex functions. Advances in Mechanics and Mathematics., 17:437-464, 2009.
-
(2009)
Advances in Mechanics and Mathematics
, vol.17
, pp. 437-464
-
-
Zhang, J.1
Matsuzoe, H.2
-
242
-
-
4644257995
-
Statistical behavior and consistency of classification methods based on convex risk minimization
-
DOI 10.1214/aos/1079120130
-
T. Zhang. Statistical behaviour and consistency of classification methods based on convex risk minimization. Annals of Mathematical Statistics, 32:56-134, 2004b. (Pubitemid 41449305)
-
(2004)
Annals of Statistics
, vol.32
, Issue.1
, pp. 56-134
-
-
Zhang, T.1
|