Yevgeny Seldin
Professor
Machine Learning
Universitetsparken 1
2100 København Ø
- 2001
- Published
Markovian domain fingerprinting: statistical segmentation of protein sequences
Bejerano, G., Seldin, Yevgeny, Tishby, N. & Margalit, H., 2001, In: Bioinformatics.Research output: Contribution to journal › Journal article › peer-review
- Published
Unsupervised sequence segmentation by a mixture of variable memory length Markov sources
Seldin, Yevgeny, Bejerano, G. & Tishby, N., 2001, Proceedings of the 18th International Conference on Machine Learning (ICML).Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research › peer-review
- 2003
- Published
Unsupervised segmentation and classification of mixtures of Markovian sources
Seldin, Yevgeny, Starik, S. & Werman, M., 2003.Research output: Contribution to conference › Paper › Research › peer-review
- 2007
- Published
Information bottleneck for non co-occurrence data
Seldin, Yevgeny, Slonim, N. & Tishby, N., 2007, Advances in Neural Information Processing Systems (NIPS).Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research › peer-review
- 2008
- Published
Multi-classification by categorical features via clustering
Seldin, Yevgeny & Tishby, N., 2008, Proceedings of the 25th International Conference on Machine Learning (ICML).Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research › peer-review
- 2009
- Published
PAC-Bayesian generalization bound for density estimation with application to co-clustering
Seldin, Yevgeny & Tishby, N., 2009, JMLR Workshop and Conference Proceedings, 5 (AISTATS).Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research › peer-review
- 2010
PAC-Bayesian analysis of co-clustering and beyond
Seldin, Yevgeny & Tishby, N., 2010, In: Journal of Machine Learning Research. 11, p. 3595-3646 52 p.Research output: Contribution to journal › Journal article › peer-review
- 2011
PAC-Bayesian analysis of contextual bandits
Seldin, Yevgeny, Auer, P., Laviolette, F., Shawe-Taylor, J. & Ortner, R., 2011, Advances in Neural Information Processing Systems (NIPS).Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research › peer-review
- 2012
PAC-Bayes-Bernstein inequality for martingales and its application to multiarmed bandits
Seldin, Yevgeny, Cesa-Bianchi, N., Auer, P., Laviolette, F. & Shawe-Taylor, J., 2012, JMLR Workshop and Conference Proceedings, 26.Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research › peer-review
PAC-Bayesian inequalities for martingales
Seldin, Yevgeny, Laviolette, F., Cesa-Bianchi, N., Shawe-Taylor, J. & Auer, P., 2012, In: I E E E Transactions on Information Theory. 58, 12Research output: Contribution to journal › Journal article › peer-review
ID: 120818606
Most downloads
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72
downloads
Improved Analysis of the Tsallis-INF Algorithm in Stochastically Constrained Adversarial Bandits and Stochastic Bandits with Adversarial Corruptions
Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research › peer-review
Published -
29
downloads
Second Order PAC-Bayesian Bounds for the Weighted Majority Vote
Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research › peer-review
Published -
28
downloads
Tsallis-INF: An optimal algorithm for stochastic and adversarial bandits
Research output: Contribution to journal › Journal article › peer-review
Published