Year |
Citation |
Score |
2020 |
Golowich N, Rakhlin A, Shamir O. Size-independent sample complexity of neural networks Information and Inference: a Journal of the Ima. 9: 473-504. DOI: 10.1093/Imaiai/Iaz007 |
0.311 |
|
2017 |
Alon N, Cesa-Bianchi N, Gentile C, Mannor S, Mansour Y, Shamir O. Nonstochastic Multi-Armed Bandits with Graph-Structured Feedback Siam Journal On Computing. 46: 1785-1826. DOI: 10.1137/140989455 |
0.416 |
|
2012 |
Buchbinder N, Chen S, Naor J, Shamir O. Unified algorithms for online learning and competitive analysis Journal of Machine Learning Research. 23: 5.1-5.18. DOI: 10.1287/Moor.2015.0742 |
0.402 |
|
2012 |
Rubin J, Shamir O, Tishby N. Trading value and information in MDPs Intelligent Systems Reference Library. 28: 57-74. DOI: 10.1007/978-3-642-24647-0_3 |
0.601 |
|
2011 |
Shalev-Shwartz S, Shamir O, Sridharan K. Learning kernel-based halfspaces with the 0-1 loss Siam Journal On Computing. 40: 1623-1646. DOI: 10.1137/100806126 |
0.371 |
|
2011 |
Cesa-Bianchi N, Shalev-Shwartz S, Shamir O. Online learning of noisy data Ieee Transactions On Information Theory. 57: 7907-7931. DOI: 10.1109/Tit.2011.2164053 |
0.422 |
|
2011 |
Shamir O, Tishby N. Spectral clustering on a budget Journal of Machine Learning Research. 15: 661-669. |
0.541 |
|
2010 |
Shamir O, Sabato S, Tishby N. Learning and generalization with the information bottleneck Theoretical Computer Science. 411: 2696-2711. DOI: 10.1016/J.Tcs.2010.04.006 |
0.501 |
|
2010 |
Shamir O, Tishby N. Stability and model selection in k-means clustering Machine Learning. 80: 213-243. DOI: 10.1007/S10994-010-5177-8 |
0.614 |
|
2010 |
Dekel O, Shamir O, Xiao L. Learning to classify with missing and corrupted features Machine Learning. 81: 149-178. DOI: 10.1007/S10994-009-5124-8 |
0.376 |
|
2009 |
Shamir O, Tishby N. On the reliability of clustering stability in the large sample regime - Supplementary material Advances in Neural Information Processing Systems 21 - Proceedings of the 2008 Conference. 1465-1472. |
0.57 |
|
2009 |
Shamir O, Tishby N. Cluster stability for finite samples Advances in Neural Information Processing Systems 20 - Proceedings of the 2007 Conference. |
0.582 |
|
2008 |
Shamir O, Tishby N. Model selection and stability in k-means clustering 21st Annual Conference On Learning Theory, Colt 2008. 367-378. |
0.548 |
|
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