Vitaly Maiorov

Publication Activity (10 Years)

Years Active: 1993-2010
Publications (10 Years): 0

Publications

Vitaly Maiorov
Geometric properties of the ridge function manifold. Adv. Comput. Math. 32 (2) (2010)
Vitaly Maiorov
Pseudo-dimension and entropy of manifolds formed by affine-invariant dictionary. Adv. Comput. Math. 25 (4) (2006)
Vitaly Maiorov
Approximation by neural networks and learning theory. J. Complex. 22 (1) (2006)
Vitaly Maiorov
On lower bounds in radial basis approximation. Adv. Comput. Math. 22 (2) (2005)
Vitaly Maiorov
On best approximation of classes by radial functions. J. Approx. Theory 120 (1) (2003)
Vitaly Maiorov, Ron Meir
Lower bounds for multivariate approximation by affine-invariant dictionaries. IEEE Trans. Inf. Theory 47 (4) (2001)
Vitaly Maiorov, Ron Meir
On the near optimality of the stochastic approximation of smooth functions by neural networks. Adv. Comput. Math. 13 (1) (2000)
Vitaly Maiorov, Allan Pinkus
Lower bounds for approximation by MLP neural networks. Neurocomputing 25 (1-3) (1999)
Joel Ratsaby, Vitaly Maiorov
On the Learnability of Rich Function Classes. J. Comput. Syst. Sci. 58 (1) (1999)
Ron Meir, Vitaly Maiorov
Distortion bounds for vector quantizers with finite codebook size. IEEE Trans. Inf. Theory 45 (5) (1999)
Vitaly Maiorov, Joel Ratsaby
The Degree of Approximation of Sets in Euclidean Space Using Sets with Bounded Vapnik-Chervonenkis Dimension. Discret. Appl. Math. 86 (1) (1998)
Assaf J. Zeevi, Ron Meir, Vitaly Maiorov
Error Bounds for Functional Approximation and Estimation Using Mixtures of Experts. IEEE Trans. Inf. Theory 44 (3) (1998)
Peter L. Bartlett, Vitaly Maiorov, Ron Meir
Almost Linear VC Dimension Bounds for Piecewise Polynomial Networks. NIPS (1998)
Ron Meir, Vitaly Maiorov
On the Optimality of Incremental Neural Network Algorithms. NIPS (1998)
Peter L. Bartlett, Vitaly Maiorov, Ron Meir
Almost Linear VC-Dimension Bounds for Piecewise Polynomial Networks. Neural Comput. 10 (8) (1998)
Joel Ratsaby, Vitaly Maiorov
On the Value of Partial Information for Learning from Examples. J. Complex. 13 (4) (1997)
Joel Ratsaby, Vitaly Maiorov
Generalization of the PAC-Model for Learning with Partial Information. EuroCOLT (1997)
Vitaly Maiorov
-Norm. J. Complex. 12 (1) (1996)
Joel Ratsaby, Ron Meir, Vitaly Maiorov
Towards Robust Model Selection Using Estimation and Approximation Error Bounds. COLT (1996)
Vitaly Maiorov
-Norm. J. Complex. 9 (2) (1993)