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Vitaly Maiorov

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2006
18EEVitaly Maiorov: Approximation by neural networks and learning theory. J. Complexity 22(1): 102-117 (2006)
2005
17EEVitaly Maiorov: On lower bounds in radial basis approximation. Adv. Comput. Math. 22(2): 103-113 (2005)
2003
16EEVitaly Maiorov: On best approximation of classes by radial functions. Journal of Approximation Theory 120(1): 36-70 (2003)
2001
15 Vitaly Maiorov, Ron Meir: Lower bounds for multivariate approximation by affine-invariant dictionaries. IEEE Transactions on Information Theory 47(4): 1569-1575 (2001)
2000
14EEVitaly Maiorov, Ron Meir: On the near optimality of the stochastic approximation of smooth functions by neural networks. Adv. Comput. Math. 13(1): 79-103 (2000)
1999
13 Ron Meir, Vitaly Maiorov: Distortion bounds for vector quantizers with finite codebook size. IEEE Transactions on Information Theory 45(5): 1621-1631 (1999)
12 Joel Ratsaby, Vitaly Maiorov: On the Learnability of Rich Function Classes. J. Comput. Syst. Sci. 58(1): 183-192 (1999)
11EEVitaly Maiorov, Allan Pinkus: Lower bounds for approximation by MLP neural networks. Neurocomputing 25(1-3): 81-91 (1999)
1998
10EEPeter L. Bartlett, Vitaly Maiorov, Ron Meir: Almost Linear VC Dimension Bounds for Piecewise Polynomial Networks. NIPS 1998: 190-196
9EERon Meir, Vitaly Maiorov: On the Optimality of Incremental Neural Network Algorithms. NIPS 1998: 295-301
8EEVitaly Maiorov, Joel Ratsaby: The Degree of Approximation of Sets in Euclidean Space Using Sets with Bounded Vapnik-Chervonenkis Dimension. Discrete Applied Mathematics 86(1): 81-93 (1998)
7 Assaf J. Zeevi, Ron Meir, Vitaly Maiorov: Error Bounds for Functional Approximation and Estimation Using Mixtures of Experts. IEEE Transactions on Information Theory 44(3): 1010-1025 (1998)
6 Peter L. Bartlett, Vitaly Maiorov, Ron Meir: Almost Linear VC-Dimension Bounds for Piecewise Polynomial Networks. Neural Computation 10(8): 2159-2173 (1998)
1997
5 Joel Ratsaby, Vitaly Maiorov: Generalization of the PAC-Model for Learning with Partial Information. EuroCOLT 1997: 51-65
4EEJoel Ratsaby, Vitaly Maiorov: On the Value of Partial Information for Learning from Examples. J. Complexity 13(4): 509-543 (1997)
1996
3EEJoel Ratsaby, Ron Meir, Vitaly Maiorov: Towards Robust Model Selection Using Estimation and Approximation Error Bounds. COLT 1996: 57-67
2EEVitaly Maiorov: About Widths of Wiener Space in the Lq-Norm. J. Complexity 12(1): 47-57 (1996)
1993
1EEVitaly Maiorov: Average n-Widths of the Wiener Space in the Linfinity-Norm. J. Complexity 9(2): 222-230 (1993)

Coauthor Index

1Peter L. Bartlett [6] [10]
2Ron Meir (Ronny Meir) [3] [6] [7] [9] [10] [13] [14] [15]
3Allan Pinkus [11]
4Joel Ratsaby [3] [4] [5] [8] [12]
5Assaf J. Zeevi [7]

Colors in the list of coauthors

Copyright © Sun May 17 03:24:02 2009 by Michael Ley (ley@uni-trier.de)