Yevgeny Seldin

• PAC-Bayesian Generalization Bound for Density Estimation with Application to Co-clustering.

Yevgeny Seldin and Naftali Tishby.
Appearing in Proceedings of the 12^th International Conference on Artificial Intelligence and Statistics (AIStats 2009). Volume 5 of JMLR: W&CP 5.

• Multi-Classification by Categorical Features via Clustering.

Yevgeny Seldin and Naftali Tishby.
In the proceedings of The 25^th International Conference on Machine Learning (ICML 2008).

• BibTeX entry.

• Information Bottleneck for Non Co-Occurrence Data.

Yevgeny Seldin, Noam Slonim and Naftali Tishby.
In Advances in Neural Information Processing Systems 19, 2007 (NIPS 2006).

• Supplementary material.
• Poster.
• BibTeX entry.

• Unsupervised Clustering of Images using their Joint Segmentation.

Yevgeny Seldin, Sonia Starik and Michael Werman.
In the proceedings of the 3^rd International Workshop on Statistical and Computational Theories of Vision (SCTV 2003).

• Presentation slides.
• Poster.
   
• On Unsupervised Learning of Mixtures of Markov Sources.

The Hebrew University of Jerusalem.  M.Sc. thesis.  Carried out under supervision of prof. Naftali Tishby.

• Hebrew abstract.
• BibTeX entry.
   
• Unsupervised Segmentation and Classification of Mixtures of Markovian Sources.

Yevgeny Seldin, Gill Bejerano and Naftali Tishby.
In the proceedings of The 33^rd Symposium on the Interface of Computing Science and Statistics (Interface 2001 - Frontiers in Data Mining and Bioinformatics).

• BibTeX entry.
   
• Markovian domain fingerprinting: statistical segmentation of protein sequences.

Gill Bejerano, Yevgeny Seldin, Hanah Margalit and Naftali Tishby.
Bioinformatics, 17(10), 2001.

• BibTeX entry.
   
• Unsupervised Sequence Segmentation by a Mixture of Variable Memory Length Markov Sources.

Yevgeny Seldin, Gill Bejerano and Naftali Tishby.
In the proceeding of The 18^th International Conference on Machine Learning (ICML 2001).

• Presentation slides.
• Poster.
• BibTeX entry.