| 2006 |
|---|
| 18 | EE | Vitaly Maiorov:
Approximation by neural networks and learning theory.
J. Complexity 22(1): 102-117 (2006) |
| 2005 |
|---|
| 17 | EE | Vitaly Maiorov:
On lower bounds in radial basis approximation.
Adv. Comput. Math. 22(2): 103-113 (2005) |
| 2003 |
|---|
| 16 | EE | Vitaly 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 |
|---|
| 14 | EE | Vitaly 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) |
| 11 | EE | Vitaly Maiorov,
Allan Pinkus:
Lower bounds for approximation by MLP neural networks.
Neurocomputing 25(1-3): 81-91 (1999) |
| 1998 |
|---|
| 10 | EE | Peter L. Bartlett,
Vitaly Maiorov,
Ron Meir:
Almost Linear VC Dimension Bounds for Piecewise Polynomial Networks.
NIPS 1998: 190-196 |
| 9 | EE | Ron Meir,
Vitaly Maiorov:
On the Optimality of Incremental Neural Network Algorithms.
NIPS 1998: 295-301 |
| 8 | EE | Vitaly 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 |
| 4 | EE | Joel Ratsaby,
Vitaly Maiorov:
On the Value of Partial Information for Learning from Examples.
J. Complexity 13(4): 509-543 (1997) |
| 1996 |
|---|
| 3 | EE | Joel Ratsaby,
Ron Meir,
Vitaly Maiorov:
Towards Robust Model Selection Using Estimation and Approximation Error Bounds.
COLT 1996: 57-67 |
| 2 | EE | Vitaly Maiorov:
About Widths of Wiener Space in the Lq-Norm.
J. Complexity 12(1): 47-57 (1996) |
| 1993 |
|---|
| 1 | EE | Vitaly Maiorov:
Average n-Widths of the Wiener Space in the Linfinity-Norm.
J. Complexity 9(2): 222-230 (1993) |
