 | 2012 |
| 44 |  | Anindya De,
Ilias Diakonikolas,
Vitaly Feldman,
Rocco A. Servedio:
Nearly optimal solutions for the chow parameters problem and low-weight approximation of halfspaces.
STOC 2012: 729-746 |
| 43 |  | Vitaly Feldman,
Elena Grigorescu,
Lev Reyzin,
Santosh Vempala:
The Complexity of Statistical Algorithms
CoRR abs/1201.1214: (2012) |
| 42 |  | Vitaly Feldman:
Learning DNF Expressions from Fourier Spectrum
CoRR abs/1203.0594: (2012) |
| 41 |  | Vitaly Feldman,
Elena Grigorescu,
Lev Reyzin,
Santosh Vempala,
Ying Xiao:
Statistical Algorithms and a Lower Bound for Planted Clique.
Electronic Colloquium on Computational Complexity (ECCC) 19: 64 (2012) |
| 2011 |
| 40 |  | Vitaly Feldman:
Distribution-Independent Evolvability of Linear Threshold Functions
CoRR abs/1103.4904: (2011) |
| 39 |  | Vitaly Feldman:
Distribution-Independent Evolvability of Linear Threshold Functions.
Journal of Machine Learning Research - Proceedings Track 19: 253-272 (2011) |
| 38 |  | Vitaly Feldman,
Homin K. Lee,
Rocco A. Servedio:
Lower Bounds and Hardness Amplification for Learning Shallow Monotone Formulas.
Journal of Machine Learning Research - Proceedings Track 19: 273-292 (2011) |
| 2010 |
| 37 |  | Vitaly Feldman:
Distribution-Specific Agnostic Boosting.
ICS 2010: 241-250 |
| 36 |  | Vitaly Feldman:
A Complete Characterization of Statistical Query Learning with Applications to Evolvability
CoRR abs/1002.3183: (2010) |
| 35 |  | Vitaly Feldman,
Venkatesan Guruswami,
Prasad Raghavendra,
Yi Wu:
Agnostic Learning of Monomials by Halfspaces is Hard
CoRR abs/1012.0729: (2010) |
| 34 |  | Vitaly Feldman:
A Complete Characterization of Statistical Query Learning with Applications to Evolvability.
Electronic Colloquium on Computational Complexity (ECCC) 17: 18 (2010) |
| 33 |  | Vitaly Feldman,
Venkatesan Guruswami,
Prasad Raghavendra,
Yi Wu:
Agnostic Learning of Monomials by Halfspaces is Hard.
Electronic Colloquium on Computational Complexity (ECCC) 17: 185 (2010) |
| 32 |  | Vitaly Feldman,
Homin K. Lee,
Rocco A. Servedio:
Lower Bounds and Hardness Amplification for Learning Shallow Monotone Formulas.
Electronic Colloquium on Computational Complexity (ECCC) 17: 22 (2010) |
| 2009 |
| 31 |  | Vitaly Feldman:
Robustness of Evolvability.
COLT 2009 |
| 30 |  | Vitaly Feldman:
A Complete Characterization of Statistical Query Learning with Applications to Evolvability.
FOCS 2009: 375-384 |
| 29 |  | Vitaly Feldman,
Venkatesan Guruswami,
Prasad Raghavendra,
Yi Wu:
Agnostic Learning of Monomials by Halfspaces Is Hard.
FOCS 2009: 385-394 |
| 28 |  | Miklós Ajtai,
Vitaly Feldman,
Avinatan Hassidim,
Jelani Nelson:
Sorting and Selection with Imprecise Comparisons.
ICALP (1) 2009: 37-48 |
| 27 |  | Vitaly Feldman:
Distribution-Specific Agnostic Boosting
CoRR abs/0909.2927: (2009) |
| 26 |  | Vitaly Feldman:
Hardness of approximate two-level logic minimization and PAC learning with membership queries.
J. Comput. Syst. Sci. 75(1): 13-26 (2009) |
| 25 |  | Vitaly Feldman:
On The Power of Membership Queries in Agnostic Learning.
Journal of Machine Learning Research 10: 163-182 (2009) |
| 24 |  | Vitaly Feldman,
Leslie G. Valiant:
Experience-Induced Neural Circuits That Achieve High Capacity.
Neural Computation 21(10): 2715-2754 (2009) |
| 23 |  | Vitaly Feldman,
Parikshit Gopalan,
Subhash Khot,
Ashok Kumar Ponnuswami:
On Agnostic Learning of Parities, Monomials, and Halfspaces.
SIAM J. Comput. 39(2): 606-645 (2009) |
| 22 |  | Vitaly Feldman,
Shrenik Shah:
Separating models of learning with faulty teachers.
Theor. Comput. Sci. 410(19): 1903-1912 (2009) |
| 2008 |
| 21 |  | Vitaly Feldman:
On the Power of Membership Queries in Agnostic Learning.
COLT 2008: 147-156 |
| 20 |  | Vitaly Feldman,
Leslie G. Valiant:
The Learning Power of Evolution.
COLT 2008: 513-514 |
| 19 |  | Vitaly Feldman:
Evolvability from learning algorithms.
STOC 2008: 619-628 |
| 18 |  | Vitaly Feldman:
Hardness of Proper Learning.
Encyclopedia of Algorithms 2008 |
| 17 |  | Vitaly Feldman:
Statistical Query Learning.
Encyclopedia of Algorithms 2008 |
| 16 |  | Vitaly Feldman:
On The Power of Membership Queries in Agnostic Learning.
Electronic Colloquium on Computational Complexity (ECCC) 15(091): (2008) |
| 15 |  | Michael Alekhnovich,
Mark Braverman,
Vitaly Feldman,
Adam R. Klivans,
Toniann Pitassi:
The complexity of properly learning simple concept classes.
J. Comput. Syst. Sci. 74(1): 16-34 (2008) |
| 2007 |
| 14 |  | Vitaly Feldman,
Shrenik Shah,
Neal Wadhwa:
Separating Models of Learning with Faulty Teachers.
ALT 2007: 94-106 |
| 13 |  | Vitaly Feldman:
Attribute-Efficient and Non-adaptive Learning of Parities and DNF Expressions.
Journal of Machine Learning Research 8: 1431-1460 (2007) |
| 2006 |
| 12 |  | Vitaly Feldman,
Parikshit Gopalan,
Subhash Khot,
Ashok Kumar Ponnuswami:
New Results for Learning Noisy Parities and Halfspaces.
FOCS 2006: 563-574 |
| 11 |  | Vitaly Feldman:
Optimal Hardness Results for Maximizing Agreements with Monomials.
IEEE Conference on Computational Complexity 2006: 226-236 |
| 10 |  | Vitaly Feldman:
Hardness of approximate two-level logic minimization and PAC learning with membership queries.
STOC 2006: 363-372 |
| 9 |  | Vitaly Feldman:
Optimal Hardness Results for Maximizing Agreements with Monomials.
Electronic Colloquium on Computational Complexity (ECCC) 13(032): (2006) |
| 8 |  | Vitaly Feldman,
Parikshit Gopalan,
Subhash Khot,
Ashok Kumar Ponnuswami:
New Results for Learning Noisy Parities and Halfspaces.
Electronic Colloquium on Computational Complexity (ECCC) 13(059): (2006) |
| 7 |  | Vitaly Feldman:
On Attribute Efficient and Non-adaptive Learning of Parities and DNF Expressions.
Electronic Colloquium on Computational Complexity (ECCC) 13(066): (2006) |
| 2005 |
| 6 |  | Vitaly Feldman:
On Attribute Efficient and Non-adaptive Learning of Parities and DNF Expressions.
COLT 2005: 576-590 |
| 5 |  | Vitaly Feldman:
Hardness of Approximate Two-level Logic Minimization and PAC Learning with Membership Queries
Electronic Colloquium on Computational Complexity (ECCC)(127): (2005) |
| 2004 |
| 4 |  | Michael Alekhnovich,
Mark Braverman,
Vitaly Feldman,
Adam R. Klivans,
Toniann Pitassi:
Learnability and Automatizability.
FOCS 2004: 621-630 |
| 2002 |
| 3 |  | Nader H. Bshouty,
Vitaly Feldman:
On Using Extended Statistical Queries to Avoid Membership Queries.
Journal of Machine Learning Research 2: 359-395 (2002) |
| 2001 |
| 2 |  | Nader H. Bshouty,
Vitaly Feldman:
On Using Extended Statistical Queries to Avoid Membership Queries.
COLT/EuroCOLT 2001: 529-545 |
| 2000 |
| 1 |  | Ayal Zaks,
Vitaly Feldman,
Nava Aizikowitz:
Sealed calls in Java packages.
OOPSLA 2000: 83-92 |