Learning read-once formulas with queries D Angluin, L Hellerstein, M Karpinski Journal of the ACM (JACM) 40 (1), 185-210, 1993 | 243 | 1993 |
Coding techniques for handling failures in large disk arrays L Hellerstein, GA Gibson, RM Karp, RH Katz, DA Patterson Algorithmica 12 (2-3), 182-208, 1994 | 224 | 1994 |
Failure correction techniques for large disk arrays GA Gibson, L Hellerstein, RM Karp, DA Patterson ACM SIGARCH Computer Architecture News 17 (2), 123-132, 1989 | 175 | 1989 |
Coding techniques for handling failures in large disk arrays G Gibson, L Hellerstein, R Karp, R Katz, D Patterson Proc. of the International Conference on Architectural Support for …, 1989 | 160 | 1989 |
How many queries are needed to learn? L Hellerstein, K Pillaipakkamnatt, V Raghavan, D Wilkins Journal of the ACM (JACM) 43 (5), 840-862, 1996 | 154 | 1996 |
Learning in the presence of finitely or infinitely many irrelevant attributes A Blum, L Hellerstein, N Littlestone Journal of Computer and System Sciences 50 (1), 32-40, 1995 | 128 | 1995 |
On compression-based text classification Y Marton, N Wu, L Hellerstein Advances in Information Retrieval: 27th European Conference on IR Research …, 2005 | 126 | 2005 |
Equational characterizations of Boolean function classes O Ekin, S Foldes, PL Hammer, L Hellerstein Discrete Mathematics 211 (1-3), 27-51, 2000 | 97 | 2000 |
Learning arithmetic read-once formulas NH Bshouty, TR Hancock, L Hellerstein Proceedings of the twenty-fourth annual ACM symposium on Theory of computing …, 1992 | 73 | 1992 |
Minimizing Disjunctive Normal Form Formulas and Circuits Given a Truth Table E Allender, L Hellerstein, P McCabe, T Pitassi, M Saks SIAM Journal on Computing 38 (1), 63-84, 2008 | 64 | 2008 |
Attribute-efficient learning in query and mistake-bound models NH Bshouty, L Hellerstein Proceedings of the ninth annual conference on Computational learning theory …, 1996 | 64 | 1996 |
Approximation algorithms for stochastic boolean function evaluation and stochastic submodular set cover A Deshpande, L Hellerstein, D Kletenik Proceedings of the twenty-fifth annual ACM-SIAM Symposium on Discrete …, 2014 | 61 | 2014 |
Approximation algorithms for stochastic boolean function evaluation and stochastic submodular set cover A Deshpande, L Hellerstein, D Kletenik Proceedings of the twenty-fifth annual ACM-SIAM Symposium on Discrete …, 2014 | 61 | 2014 |
PAC learning with irrelevant attributes A Dhagat, L Hellerstein Proceedings 35th Annual Symposium on Foundations of Computer Science, 64-74, 1994 | 56 | 1994 |
Complexity theoretic hardness results for query learning H Aizenstein, T Hegedüs, L Hellerstein, L Pitt Computational Complexity 7, 19-53, 1998 | 52 | 1998 |
Read-thrice DNF is hard to learn with membership and equivalence queries H Aizenstein, L Hellerstein, L Pitt Proceedings., 33rd Annual Symposium on Foundations of Computer Science, 523-532, 1992 | 51 | 1992 |
Learning boolean read-once formulas with arbitrary symmetric and constant fan-in gates NH Bshouty, TR Hancock, L Hellerstein Proceedings of the fifth annual workshop on Computational learning theory, 1-15, 1992 | 51 | 1992 |
Learning read-once formulas over fields and extended bases T Hancock, L Hellerstein Proceedings of the fourth annual workshop on Computational learning theory …, 1991 | 48 | 1991 |
Learning read-once formulas with queries D Angluin, L Hellerstein, M Karpinski University of California, Berkeley, Computer Science Division, 1989 | 47 | 1989 |
On pac learning algorithms for rich boolean function classes L Hellerstein, RA Servedio Theoretical Computer Science 384 (1), 66-76, 2007 | 42 | 2007 |