-
1
-
-
3042683172
-
Information theory in molecular biology
-
C. Adami. Information theory in molecular biology. Physics of Life Reviews, 1:3-22, 2004.
-
(2004)
Physics of Life Reviews
, vol.1
, pp. 3-22
-
-
Adami, C.1
-
2
-
-
48149100444
-
A hierarchical clustering based on mutual information maximization
-
M. Aghagolzadeh, H. Soltanian-Zadeh, B. Araabi, and A. Aghagolzadeh. A hierarchical clustering based on mutual information maximization. In in IEEE ICIP, pages 277-280, 2007.
-
(2007)
IEEE ICIP
, pp. 277-280
-
-
Aghagolzadeh, M.1
Soltanian-Zadeh, H.2
Araabi, B.3
Aghagolzadeh, A.4
-
3
-
-
0000457844
-
Fractal, random, walks from a variational formalism for Tsallis entropies
-
Feb.
-
P. A. Alemany and D. H. Zanette. Fractal random walks from a variational formalism for Tsallis entropies. Phys. Rev. E, 49(2):R956-R958, Feb 1994.
-
(1994)
Phys. Rev. E.
, vol.49
, Issue.2
-
-
Alemany, P.A.1
Zanette, D.H.2
-
4
-
-
0031645454
-
Multidimensional independent component analysis
-
Seattle, WA
-
J. Cardoso. Multidimensional independent component analysis. Proc. ICASSP'98, Seattle, WA., 1998.
-
(1998)
Proc. ICASSP'98
-
-
Cardoso, J.1
-
5
-
-
79952282225
-
Exploring functional connectivity of the human brain using multivariate information analysis
-
B. Chai, D. B.Walther, D. M. Beck, and L. Fei-Fei. Exploring functional connectivity of the human brain using multivariate information analysis. In NIPS, 2009.
-
(2009)
NIPS
-
-
Chai, B.1
Walther, D.B.2
Beck, D.M.3
Fei-Fei, L.4
-
7
-
-
77649213599
-
-
volume 190 of Lecture notes in Statistics, Springer
-
J. Dedecker, P. Doukhan, G. Lang, J.R. Leon, S. Louhichi, and C Prieur. Weak Dependence: With Examples and Applications, volume 190 of Lecture notes in Statistics. Springer, 2007.
-
(2007)
Weak Dependence: With Examples and Applications
-
-
Dedecker, J.1
Doukhan, P.2
Lang, G.3
Leon, J.R.4
Louhichi, S.5
Prieur, C.6
-
8
-
-
16244388254
-
A new class of random vector entropy estimators and its applications in testing statistical hypotheses
-
M. N. Goria, N. N. Leonenko, V. V. Mergel, and P. L. Novi Inverardi. A new class of random vector entropy estimators and its applications in testing statistical hypotheses. Journal of Nonparametric Statistics, 17: 277-297, 2005.
-
(2005)
Journal of Nonparametric Statistics
, vol.17
, pp. 277-297
-
-
Goria, M.N.1
Leonenko, N.N.2
Mergel, V.V.3
Novi Inverardi, P.L.4
-
9
-
-
0033184661
-
Asymptotic theory of greedy approximations to minimal k-point random graphs
-
A. O. Hero and O. J. Michel. Asymptotic theory of greedy approximations to minimal k-point random graphs. IEEE Trans. on Information Theory, 45(6):1921-1938, 1999.
-
(1999)
IEEE Trans. on Information Theory
, vol.45
, Issue.6
, pp. 1921-1938
-
-
Hero, A.O.1
Michel, O.J.2
-
11
-
-
85032752338
-
Applications of entropic spanning graphs
-
A. O. Hero, B. Ma, O. Michel, and J. Gorman. Applications of entropic spanning graphs. IEEE Signal Processing Magazine, 19(5):85-95, 2002b.
-
(2002)
IEEE Signal Processing Magazine
, vol.19
, Issue.5
, pp. 85-95
-
-
Hero, A.O.1
Ma, B.2
Michel, O.3
Gorman, J.4
-
12
-
-
33947524701
-
Causality detection based on information-theoretic approaches in time series analysis
-
K. Hlaváckova-Schindler, M. Paluŝb, M. Vejmelkab, and J. Bhattacharya. Causality detection based on information-theoretic approaches in time series analysis. Physics Reports, 441:1-46, 2007.
-
(2007)
Physics Reports
, vol.441
, pp. 1-46
-
-
Hlaváckova-Schindler, K.1
Paluŝb, M.2
Vejmelkab, M.3
Bhattacharya, J.4
-
13
-
-
41849128896
-
Constrained subspace ICA based on mutual information optimization directly
-
M. M. Van Hulle. Constrained subspace ICA based on mutual information optimization directly. Neural Computation, 20:964-973, 2008.
-
(2008)
Neural Computation
, vol.20
, pp. 964-973
-
-
Van Hulle, M.M.1
-
15
-
-
35548997849
-
Rates of convergence of means of Euclidean functionals
-
Y. Koo and S. Lee. Rates of convergence of means of Euclidean functionals. Journal of Theoretical Probability, 20(4):821-841, 2007.
-
(2007)
Journal of Theoretical Probability
, vol.20
, Issue.4
, pp. 821-841
-
-
Koo, Y.1
Lee, S.2
-
18
-
-
33947711187
-
Incremental updating of nearest neighbor-based high-dimensional entropy estimation
-
J. Kybic. Incremental updating of nearest neighbor-based high-dimensional entropy estimation. In Proc. Acoustics, Speech and Signal Processing, 2006.
-
(2006)
Proc. Acoustics, Speech and Signal Processing
-
-
Kybic, J.1
-
20
-
-
54349103517
-
A class of Rényi information estimators for multidimensional densities
-
N. Leonenko, L. Pronzato, and V. Savani. A class of Rényi information estimators for multidimensional densities. Annals of Statistics, 36(5):2153-2182, 2008.
-
(2008)
Annals of Statistics
, vol.36
, Issue.5
, pp. 2153-2182
-
-
Leonenko, N.1
Pronzato, L.2
Savani, V.3
-
23
-
-
24344458137
-
Feature selection based on mutual information: Criteria of max-dependency, maxrelevance, and min-redundancy
-
H. Peng and C. Ding. Feature selection based on mutual information: Criteria of max-dependency, maxrelevance, and min-redundancy. IEEE Trans On Pattern Analysis and Machine Intelligence, 27, 2005.
-
(2005)
IEEE Trans on Pattern Analysis and Machine Intelligence
, vol.27
-
-
Peng, H.1
Ding, C.2
-
24
-
-
31844446803
-
Independent subspace analysis using geodesic spanning trees
-
B. Póczos and A. Lörincz. Independent subspace analysis using geodesic spanning trees. In ICML, pages 673-680, 2005.
-
(2005)
ICML
, pp. 673-680
-
-
Póczos, B.1
Lörincz, A.2
-
25
-
-
61749089973
-
Identification of recurrent neural networks by Bayesian interrogation techniques
-
B. Póczos and A. Lörincz. Identification of recurrent neural networks by Bayesian interrogation techniques. Journal of Machine Learning Research, 10:515-554, 2009.
-
(2009)
Journal of Machine Learning Research
, vol.10
, pp. 515-554
-
-
Póczos, B.1
Lörincz, A.2
-
26
-
-
80053163710
-
REGO: Rank-based estimation of Rényi information using Euclidean graph optimization
-
B. Póczos, S. Kirshner, and Cs. Szepesvári. REGO: Rank-based estimation of Rényi information using Euclidean graph optimization. In AISTATS 2010, 2010.
-
(2010)
AISTATS 2010
-
-
Póczos, B.1
Kirshner, S.2
Szepesvári, Cs.3
-
27
-
-
0030077266
-
Asymptotics for Euclidean functionals with power-weighted edges
-
C. Redmond and J. E. Yukich. Asymptotics for Euclidean functionals with power-weighted edges. Stochastic processes and their applications, 61(2):289-304, 1996.
-
(1996)
Stochastic Processes and Their Applications
, vol.61
, Issue.2
, pp. 289-304
-
-
Redmond, C.1
Yukich, J.E.2
-
28
-
-
85040094342
-
On optimal and data-based histograms
-
D. W. Scott. On optimal and data-based histograms. Biometrika, 66:605-610, 1979.
-
(1979)
Biometrika
, vol.66
, pp. 605-610
-
-
Scott, D.W.1
-
32
-
-
0030547960
-
Root-n consistent estimators of entropy for densities with unbounded support
-
A. B. Tsybakov and E. C. van der Meulen. Root-n consistent estimators of entropy for densities with unbounded support. Scandinavian Journal of Statistics, 23:75-83, 1996.
-
(1996)
Scandinavian Journal of Statistics
, vol.23
, pp. 75-83
-
-
Tsybakov, A.B.1
Van Der Meulen, E.C.2
-
34
-
-
68349141847
-
Universal estimation of information measures for analog sources
-
Q. Wang, S. R. Kulkarni, and S. Verdú. Universal estimation of information measures for analog sources. Foundations and Trends in Communications and Information Theory, 5(3):265-352, 2009a.
-
(2009)
Foundations and Trends in Communications and Information Theory
, vol.5
, Issue.3
, pp. 265-352
-
-
Wang, Q.1
Kulkarni, S.R.2
Verdú, S.3
-
35
-
-
65749108082
-
Divergence estimation for multidimensional densities via κ-nearestneighbor distances
-
Q. Wang, S. R. Kulkarni, and S. Verdú. Divergence estimation for multidimensional densities via κ-nearestneighbor distances. IEEE Transactions on Information Theory, 55(5):2392-2405, 2009b.
-
(2009)
IEEE Transactions on Information Theory
, vol.55
, Issue.5
, pp. 2392-2405
-
-
Wang, Q.1
Kulkarni, S.R.2
Verdú, S.3
-
36
-
-
14844356926
-
Minimum-entropy estimation in semi-parametric models
-
E. Wolsztynski, E. Thierry, and L. Pronzato. Minimum-entropy estimation in semi-parametric models. Signal Process., 85(5):937-949, 2005.
-
(2005)
Signal Process.
, vol.85
, Issue.5
, pp. 937-949
-
-
Wolsztynski, E.1
Thierry, E.2
Pronzato, L.3
|