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Lev Reyzin
Lev Reyzin
Professor of Mathematics, Statistics, and Computer Science; University of Illinois at Chicago
Verifierad e-postadress på uic.edu - Startsida
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Contextual bandits with linear payoff functions
W Chu, L Li, L Reyzin, RE Schapire
International Conference on Artificial Intelligence and Statistics, 2011
11542011
Efficient optimal learning for contextual bandits
M Dudik, D Hsu, S Kale, N Karampatziakis, J Langford, L Reyzin, T Zhang
Conference on Uncertainty in Artificial Intelligence, 2011
3422011
Contextual bandit algorithms with supervised learning guarantees
A Beygelzimer, J Langford, L Li, L Reyzin, RE Schapire
International Conference on Artificial Intelligence and Statistics, 2011
3352011
How boosting the margin can also boost classifier complexity
L Reyzin, RE Schapire
International Conference on Machine Learning, 2006
2982006
Statistical algorithms and a lower bound for detecting planted cliques
V Feldman, E Grigorescu, L Reyzin, SS Vempala, Y Xiao
Journal of the ACM, 2017
2872017
Non-stochastic bandit slate problems
S Kale, L Reyzin, RE Schapire
Neural Information Processing Systems, 2010
952010
Network construction with subgraph connectivity constraints
D Angluin, J Aspnes, L Reyzin
Journal of Combinatorial Optimization, 2015
66*2015
Learning and verifying graphs using queries with a focus on edge counting
L Reyzin, N Srivastava
International Conference on Algorithmic Learning Theory, 2007
642007
Data stability in clustering: a closer look
S Ben-David, L Reyzin
Theoretical Computer Science, 2014
52*2014
Anti-coordination games and stable graph colorings
J Kun, B Powers, L Reyzin
Symposium on Algorithmic Game Theory, 2013
412013
On the longest path algorithm for reconstructing trees from distance matrices
L Reyzin, N Srivastava
Information processing letters, 2007
402007
Boosting on a budget: sampling for feature-efficient prediction
L Reyzin
International Conference on Machine Learning, 2011
36*2011
On the computational complexity of MapReduce
B Fish, J Kun, ÁD Lelkes, L Reyzin, G Turán
Symposium on Distributed Computing, 2015
312015
Statistical queries and statistical algorithms: foundations and applications
L Reyzin
arXiv preprint arXiv:2004.00557, 2020
272020
On noise-tolerant learning of sparse parities and related problems
E Grigorescu, L Reyzin, S Vempala
International Conference on Algorithmic Learning Theory, 2011
272011
Shift-pessimistic active learning using robust bias-aware prediction
A Liu, L Reyzin, BD Ziebart
AAAI Conference on Artificial Intelligence, 2015
26*2015
Unprovability comes to machine learning
L Reyzin
Nature, 2019
252019
On the complexity of learning a class ratio from unlabeled data
B Fish, L Reyzin
Journal of Artificial Intelligence Research, 2020
20*2020
Learning large-alphabet and analog circuits with value injection queries
D Angluin, J Aspnes, J Chen, L Reyzin
Conference on Learning Theory, 2007
192007
Improved algorithms for distributed boosting
J Cooper, L Reyzin
Allerton Conference on Communication, Control, and Computing, 2017
182017
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Artiklar 1–20