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Zohar Karnin
Zohar Karnin
Verified email at amazon.com
Title
Cited by
Cited by
Year
Almost optimal exploration in multi-armed bandits
Z Karnin, T Koren, O Somekh
International conference on machine learning, 1238-1246, 2013
5722013
Tabtransformer: Tabular data modeling using contextual embeddings
X Huang, A Khetan, M Cvitkovic, Z Karnin
arXiv preprint arXiv:2012.06678, 2020
3602020
Reducing dueling bandits to cardinal bandits
N Ailon, Z Karnin, T Joachims
International Conference on Machine Learning, 856-864, 2014
1422014
Elastic machine learning algorithms in amazon sagemaker
E Liberty, Z Karnin, B Xiang, L Rouesnel, B Coskun, R Nallapati, ...
Proceedings of the 2020 ACM SIGMOD International Conference on Management of …, 2020
1372020
Optimal quantile approximation in streams
Z Karnin, K Lang, E Liberty
2016 ieee 57th annual symposium on foundations of computer science (focs), 71-78, 2016
1252016
Distributed exploration in multi-armed bandits
E Hillel, ZS Karnin, T Koren, R Lempel, O Somekh
Advances in Neural Information Processing Systems 26, 2013
1132013
Copeland dueling bandits
M Zoghi, ZS Karnin, S Whiteson, M De Rijke
Advances in neural information processing systems 28, 2015
1062015
Black box polynomial identity testing of generalized depth-3 arithmetic circuits with bounded top fan-in
ZS Karnin, A Shpilka
2008 23rd Annual IEEE Conference on Computational Complexity, 280-291, 2008
1042008
Amazon SageMaker Autopilot: a white box AutoML solution at scale
P Das, N Ivkin, T Bansal, L Rouesnel, P Gautier, Z Karnin, L Dirac, ...
Proceedings of the fourth international workshop on data management for end …, 2020
862020
Online principal components analysis
C Boutsidis, D Garber, Z Karnin, E Liberty
Proceedings of the twenty-sixth annual ACM-SIAM symposium on Discrete …, 2014
852014
How many folders do you really need? classifying email into a handful of categories
M Grbovic, G Halawi, Z Karnin, Y Maarek
Proceedings of the 23rd ACM International Conference on Conference on …, 2014
772014
Multi-armed bandits: Competing with optimal sequences
ZS Karnin, O Anava
Advances in Neural Information Processing Systems 29, 2016
652016
Deterministic identity testing of depth-4 multilinear circuits with bounded top fan-in
ZS Karnin, P Mukhopadhyay, A Shpilka, I Volkovich
Proceedings of the forty-second ACM symposium on Theory of computing, 649-658, 2010
632010
You've got mail, and here is what you could do with it! analyzing and predicting actions on email messages
D Di Castro, Z Karnin, L Lewin-Eytan, Y Maarek
Proceedings of the ninth acm international conference on web search and data …, 2016
622016
An empirical process approach to the union bound: Practical algorithms for combinatorial and linear bandits
J Katz-Samuels, L Jain, KG Jamieson
Advances in Neural Information Processing Systems 33, 10371-10382, 2020
582020
Reconstruction of generalized depth-3 arithmetic circuits with bounded top fan-in
ZS Karnin, A Shpilka
2009 24th Annual IEEE Conference on Computational Complexity, 274-285, 2009
552009
Optimal dynamic distributed MIS
K Censor-Hillel, E Haramaty, Z Karnin
Proceedings of the 2016 ACM Symposium on Principles of Distributed Computing …, 2016
532016
Near-optimal entrywise sampling for data matrices
D Achlioptas, ZS Karnin, E Liberty
Advances in Neural Information Processing Systems 26, 2013
522013
Discrepancy, coresets, and sketches in machine learning
Z Karnin, E Liberty
Conference on Learning Theory, 1975-1993, 2019
512019
Dynamic accuracy-based deployment and monitoring of machine learning models in provider networks
TA FAULHABER, E Liberty, S Stefani, Z Karnin, C Wiley, SA Loeppky, ...
US Patent 11,257,002, 2022
492022
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