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Umar Syed
Umar Syed
Research Scientist, Google
Verified email at google.com - Homepage
Title
Cited by
Cited by
Year
A game-theoretic approach to apprenticeship learning
U Syed, RE Schapire
Advances in neural information processing systems 20 (20), 1-8, 2007
4222007
Apprenticeship learning using linear programming
U Syed, M Bowling, RE Schapire
Proceedings of the 25th international conference on Machine learning, 1032-1039, 2008
3452008
Learning prices for repeated auctions with strategic buyers
K Amin, A Rostamizadeh, U Syed
Advances in neural information processing systems 26, 2013
1872013
Repeated contextual auctions with strategic buyers
K Amin, A Rostamizadeh, U Syed
Advances in Neural Information Processing Systems 27, 2014
1562014
Deep boosting
C Cortes, M Mohri, U Syed
International conference on machine learning, 1179-1187, 2014
1212014
A reduction from apprenticeship learning to classification
U Syed, RE Schapire
Advances in neural information processing systems 23, 2010
1022010
Multi-class deep boosting
V Kuznetsov, M Mohri, U Syed
Advances in Neural Information Processing Systems 27, 2014
952014
There's something about MRAI: Timing diversity can exponentially worsen BGP convergence
A Fabrikant, U Syed, J Rexford
2011 Proceedings IEEE INFOCOM, 2975-2983, 2011
622011
Using a mixture of probabilistic decision trees for direct prediction of protein function
U Syed, G Yona
Proceedings of the seventh annual international conference on Research in …, 2003
502003
Enzyme function prediction with interpretable models
U Syed, G Yona
Computational Systems Biology 541, 187-199, 2008
482008
Harnessing large-language models to generate private synthetic text
A Kurakin, N Ponomareva, U Syed, L MacDermed, A Terzis
arXiv preprint arXiv:2306.01684, 2023
282023
Statistical cost sharing
E Balkanski, U Syed, S Vassilvitskii
Advances in Neural Information Processing Systems 30, 2017
272017
Bandits, query learning, and the haystack dimension
K Amin, M Kearns, U Syed
Proceedings of the Twenty-Fourth Annual Conference on Learning Theory (COLT …, 2011
272011
Rademacher complexity margin bounds for learning with a large number of classes
V Kuznetsov, M Mohri, U Syed
ICML Workshop on Extreme Classification: Learning with a Very Large Number …, 2015
252015
Label differential privacy via clustering
H Esfandiari, V Mirrokni, U Syed, S Vassilvitskii
International Conference on Artificial Intelligence and Statistics, 7055-7075, 2022
232022
Graphical models for bandit problems
K Amin, M Kearns, U Syed
arXiv preprint arXiv:1202.3782, 2012
232012
Learning with deep cascades
G DeSalvo, M Mohri, U Syed
Algorithmic Learning Theory: 26th International Conference, ALT 2015, Banff …, 2015
222015
Clustering for private interest-based advertising
A Epasto, A Muñoz Medina, S Avery, Y Bai, R Busa-Fekete, CJ Carey, ...
Proceedings of the 27th ACM SIGKDD Conference on Knowledge Discovery & Data …, 2021
202021
Large-scale in-database machine learning with pure SQL
U Syed, S Vassilvitskii
US Patent 10,482,394, 2019
202019
Using automatically transcribed dialogs to learn user models in a spoken dialog system
U Syed, JD Williams
Proceedings of ACL-08: HLT, Short Papers, 121-124, 2008
202008
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