-
1
-
-
0004245694
-
-
Milton Abramowitz and Irene A. Stegun, editors, volume 55 of National Bureau of Standards Applied Mathematics Series. US Government Printing Oce, Washington, DC, 1964. Republished many times by Dover, New York, starting from
-
Milton Abramowitz and Irene A. Stegun, editors. Handbook of Mathematical Functions: with Formulas, Graphs, and Mathematical Tables, volume 55 of National Bureau of Standards Applied Mathematics Series. US Government Printing Oce, Washington, DC, 1964. Republished many times by Dover, New York, starting from 1965.
-
(1965)
Handbook of Mathematical Functions: With Formulas, Graphs, and Mathematical Tables
-
-
-
2
-
-
23944449192
-
Sobolev spaces
-
Academic Press, Amsterdam, second edition
-
Robert A. Adams and John J. F. Fournier. Sobolev Spaces, volume 140 of Pure and Applied Mathematics. Academic Press, Amsterdam, second edition, 2003.
-
(2003)
Pure and Applied Mathematics
, vol.140
-
-
Adams, R.A.1
Fournier, J.J.F.2
-
5
-
-
0030145382
-
Worst-case quadratic loss bounds for on-line prediction of linear functions by gradient descent
-
Nicolò Cesa-Bianchi, Philip M. Long, and Manfred K. Warmuth. Worst-case quadratic loss bounds for on-line prediction of linear functions by gradient descent. IEEE Transactions on Neural Networks, 7:604-619, 1996.
-
(1996)
IEEE Transactions on Neural Networks
, vol.7
, pp. 604-619
-
-
Cesa-Bianchi, N.1
Long, P.M.2
Warmuth, M.K.3
-
6
-
-
0003336572
-
A probabilistic theory of pattern recognition
-
Springer, New York
-
Luc Devroye, Lászl/'o Györfi, and Gábor Lugosi. A Probabilistic Theory of Pattern Recognition, volume 31 of Applications of Mathematics. Springer, New York, 1996.
-
(1996)
Applications of Mathematics
, vol.31
-
-
Devroye, L.1
Györfi, L.2
Lugosi, G.3
-
7
-
-
4544355067
-
-
Cambridge University Press, Cambridge, England. Originally published in 1989
-
Richard M. Dudley. Real Analysis and Probability. Cambridge University Press, Cambridge, England, 2002. Originally published in 1989.
-
(2002)
Real Analysis and Probability
-
-
Dudley, R.M.1
-
8
-
-
0003360246
-
General topology
-
Heldermann, Berlin, second edition, 1989. First edition: (Państwowe Wydawnictwo Naukowe, Warsaw)
-
Ryszard Engelking. General Topology, volume 6 of Sigma Series in Pure Mathematics. Heldermann, Berlin, second edition, 1989. First edition: 1977 (Państwowe Wydawnictwo Naukowe, Warsaw).
-
(1977)
Sigma Series in Pure Mathematics
, vol.6
-
-
Engelking, R.1
-
9
-
-
0000349751
-
Prediction in the worst case
-
Dean P. Foster. Prediction in the worst case. Annals of Statistics, 19:1084-1090, 1991.
-
(1991)
Annals of Statistics
, vol.19
, pp. 1084-1090
-
-
Foster, D.P.1
-
10
-
-
0037539108
-
Asymptotic calibration
-
Dean P. Foster and Rakesh V. Vohra. Asymptotic calibration. Biometrika, 85:379-390, 1998.
-
(1998)
Biometrika
, vol.85
, pp. 379-390
-
-
Foster, D.P.1
Vohra, R.V.2
-
12
-
-
23844445482
-
Uniform test of algorithmic randomness over a general space
-
Peter Gács. Uniform test of algorithmic randomness over a general space. Theoretical Computer Science, 341:91-137, 2005.
-
(2005)
Theoretical Computer Science
, vol.341
, pp. 91-137
-
-
Gács, P.1
-
13
-
-
33745809788
-
On-line prediction with kernels and the complexity approximation principle
-
Max Chickering and Joseph Halpern, editors, Arlington, VA. AUAI Press
-
Alex Gammerman, Yuri Kalnishkan, and Vladimir Vovk. On-line prediction with kernels and the Complexity Approximation Principle. In Max Chickering and Joseph Halpern, editors, Proceedings of the Twentieth Annual Conference on Uncertainty in Artificial Intelligence, pages 170-176, Arlington, VA, 2004. AUAI Press.
-
(2004)
Proceedings of the Twentieth Annual Conference on Uncertainty in Artificial Intelligence
, pp. 170-176
-
-
Gammerman, A.1
Kalnishkan, Y.2
Vovk, V.3
-
14
-
-
0003624357
-
A distribution-free theory of nonparametric regression
-
Springer, New York
-
Lászl/'o Györfi, Michael Kohler, Adam Krzyz̈ak, and Harro Walk. A Distribution-Free Theory of Nonparametric Regression. Springer Series in Statistics. Springer, New York, 2002.
-
(2002)
Springer Series in Statistics
-
-
Györfi, L.1
Kohler, M.2
Krzyz̈ak, A.3
Walk, H.4
-
15
-
-
0032164946
-
Sequential prediction of individual sequences under general loss functions
-
David Haussler, Jyrki Kivinen, and Manfred K. Warmuth. Sequential prediction of individual sequences under general loss functions. IEEE Transactions on Information Theory, 44:1906-1925, 1998.
-
(1998)
IEEE Transactions on Information Theory
, vol.44
, pp. 1906-1925
-
-
Haussler, D.1
Kivinen, J.2
Warmuth, M.K.3
-
16
-
-
9444235683
-
Deterministic calibration and Nash equilibrium
-
John Shawe-Taylor and Yoram Singer, editors, Proceedings of the Seventeenth Annual Conference on Learning Theory, Heidelberg. Springer
-
Sham M. Kakade and Dean P. Foster. Deterministic calibration and Nash equilibrium. In John Shawe-Taylor and Yoram Singer, editors, Proceedings of the Seventeenth Annual Conference on Learning Theory, volume 3120 of Lecture Notes in Computer Science, pages 33-48, Heidelberg, 2004. Springer.
-
(2004)
Lecture Notes in Computer Science
, vol.3120
, pp. 33-48
-
-
Kakade, S.M.1
Foster, D.P.2
-
17
-
-
0347431953
-
On-line learning of smooth functions of a single variable
-
Don Kimber and Philip M. Long. On-line learning of smooth functions of a single variable. Theoretical Computer Science, 148:141-156, 1995.
-
(1995)
Theoretical Computer Science
, vol.148
, pp. 141-156
-
-
Kimber, D.1
Long, P.M.2
-
18
-
-
0008815681
-
Exponential Gradient versus Gradient Descent for linear predictors
-
Jyrki Kivinen and Manfred K. Warmuth. Exponential Gradient versus Gradient Descent for linear predictors. Information and Computation, 132:1-63, 1997.
-
(1997)
Information and Computation
, vol.132
, pp. 1-63
-
-
Kivinen, J.1
Warmuth, M.K.2
-
19
-
-
0001105122
-
Any inspection is manipulable
-
Ehud Lehrer. Any inspection is manipulable. Econometrica, 69:1333-1347, 2001.
-
(2001)
Econometrica
, vol.69
, pp. 1333-1347
-
-
Lehrer, E.1
-
20
-
-
0006929279
-
Uniform tests of randomness
-
Leonid A. Levin. Uniform tests of randomness. Soviet Mathematics Doklady, 17:337-340, 1976.
-
(1976)
Soviet Mathematics Doklady
, vol.17
, pp. 337-340
-
-
Levin, L.A.1
-
21
-
-
0347968273
-
Improved bounds about on-line learning of smooth functions of a single variable
-
Philip M. Long. Improved bounds about on-line learning of smooth functions of a single variable. Theoretical Computer Science, 241:25-35, 2000.
-
(2000)
Theoretical Computer Science
, vol.241
, pp. 25-35
-
-
Long, P.M.1
-
22
-
-
0346991618
-
The reproducible properties of correct forecasts
-
Alvaro Sandroni. The reproducible properties of correct forecasts. International Journal of Game Theory, 32:151-159, 2003.
-
(2003)
International Journal of Game Theory
, vol.32
, pp. 151-159
-
-
Sandroni, A.1
-
27
-
-
0010786475
-
On the influence of the kernel on the consistency of support vector machines
-
Ingo Steinwart. On the influence of the kernel on the consistency of support vector machines. Journal of Machine Learning Research, 2:67-93, 2001.
-
(2001)
Journal of Machine Learning Research
, vol.2
, pp. 67-93
-
-
Steinwart, I.1
-
28
-
-
0000388992
-
Consistent nonparametric regression
-
Charles J. Stone. Consistent nonparametric regression (with discussion). Annals of Statistics, 5:595-645, 1977.
-
(1977)
Annals of Statistics
, vol.5
, pp. 595-645
-
-
Stone, C.J.1
-
30
-
-
85048665932
-
Aggregating strategies
-
Mark Fulk and John Case, editors, San Mateo, CA. Morgan Kaufmann
-
Vladimir Vovk. Aggregating strategies. In Mark Fulk and John Case, editors, Proceedings of the Third Annual Workshop on Computational Learning Theory, pages 371-383, San Mateo, CA, 1990. Morgan Kaufmann.
-
(1990)
Proceedings of the Third Annual Workshop on Computational Learning Theory
, pp. 371-383
-
-
Vovk, V.1
-
31
-
-
0035413537
-
Competitive on-line statistics
-
Vladimir Vovk. Competitive on-line statistics. International Statistical Review, 69:213-248, 2001.
-
(2001)
International Statistical Review
, vol.69
, pp. 213-248
-
-
Vovk, V.1
-
32
-
-
33646526476
-
Defensive prediction with expert advice
-
Sanjay Jain, Hans Ulrich Simon, and Etsuji Tomita, editors, Proceedings of the Sixteenth International Conference on Algorithmic Learning Theory, Berlin, Springer. A version of this paper can be downloaded from the arXiv.org e-Print archive (arXiv:cs.LG/0506041)
-
Vladimir Vovk. Defensive prediction with expert advice. In Sanjay Jain, Hans Ulrich Simon, and Etsuji Tomita, editors, Proceedings of the Sixteenth International Conference on Algorithmic Learning Theory, volume 3734 of Lecture Notes in Artificial Intelligence, pages 444-458, Berlin, 2005. Springer. A version of this paper can be downloaded from the arXiv.org e-Print archive (arXiv:cs.LG/0506041).
-
(2005)
Lecture Notes in Artificial Intelligence
, vol.3734
, pp. 444-458
-
-
Vovk, V.1
-
33
-
-
33646514630
-
Non-asymptotic calibration and resolution
-
Sanjay Jain, Hans Ulrich Simon, and Etsuji Tomita, editors, Proceedings of the Sixteenth International Conference on Algorithmic Learning Theory, Berlin. Springer. A version of this paper can be downloaded from the arXiv.org e-Print archive (arXiv:cs.LG/0506004)
-
Vladimir Vovk. Non-asymptotic calibration and resolution. In Sanjay Jain, Hans Ulrich Simon, and Etsuji Tomita, editors, Proceedings of the Sixteenth International Conference on Algorithmic Learning Theory, volume 3734 of Lecture Notes in Artificial Intelligence, pages 429-443, Berlin, 2005. Springer. A version of this paper can be downloaded from the arXiv.org e-Print archive (arXiv:cs.LG/0506004).
-
(2005)
Lecture Notes in Artificial Intelligence
, vol.3734
, pp. 429-443
-
-
Vovk, V.1
-
34
-
-
33746080772
-
Competiting with wild prediction rules
-
arXiv.org e-Print archive, January
-
Vladimir Vovk. Competiting with wild prediction rules. Technical Report arXiv:cs.LG/0512059 (version 2), arXiv.org e-Print archive, January 2006.
-
(2006)
Technical Report ArXiv:cs.LG/0512059 (Version 2)
-
-
Vovk, V.1
-
35
-
-
33745861621
-
On-line regression competitive with reproducing kernel Hilbert spaces
-
arXiv.org e-Print archive, January
-
Vladimir Vovk. On-line regression competitive with reproducing kernel Hilbert spaces. Technical Report arXiv:cs.LG/0511058 (version 2), arXiv.org e-Print archive, January 2006.
-
(2006)
Technical Report ArXiv:cs.LG/0511058 (Version 2)
-
-
Vovk, V.1
-
36
-
-
28044438698
-
Good randomized sequential probability forecasting is always possible
-
Vladimir Vovk and Glenn Shafer. Good randomized sequential probability forecasting is always possible. Journal of the Royal Statistical Society B, 67:747-763, 2005.
-
(2005)
Journal of the Royal Statistical Society B
, vol.67
, pp. 747-763
-
-
Vovk, V.1
Shafer, G.2
-
37
-
-
33646511467
-
Defensive forecasting
-
Robert G. Cowell and Zoubin Ghahramani, editors. Society for Artificial Intelligence and Statistics
-
Vladimir Vovk, Akimichi Takemura, and Glenn Shafer. Defensive forecasting. In Robert G. Cowell and Zoubin Ghahramani, editors, Proceedings of the Tenth International Workshop on Artificial Intelligence and Statistics, pages 365-372. Society for Artificial Intelligence and Statistics, 2005. Available electronically at http://www.gatsby.ucl.ac.uk/aistats/.
-
(2005)
Proceedings of the Tenth International Workshop on Artificial Intelligence and Statistics
, pp. 365-372
-
-
Vovk, V.1
Takemura, A.2
Shafer, G.3
-
38
-
-
1942484421
-
Online convex programming and generalized infinitesimal gradient ascent
-
Tom Fawcett and Nina Mishra, editors, Menlo Park, CA. AAAI Press
-
Martin Zinkevich. Online convex programming and generalized infinitesimal gradient ascent. In Tom Fawcett and Nina Mishra, editors, Proceedings of the Twentieth International Conference on Machine Learning, pages 768-775, Menlo Park, CA, 2003. AAAI Press.
-
(2003)
Proceedings of the Twentieth International Conference on Machine Learning
, pp. 768-775
-
-
Zinkevich, M.1
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