Search Machine Learning Repository:
All publications by Shaul Markovitch
authors venues years



Approximating Hierarchical MV-sets for Hierarchical Clustering
Assaf Glazer, Omer Weissbrod, Michael Lindenbaum and Shaul Markovitch
Advances in Neural Information Processing Systems 27, 2014


q-OCSVM: A q-Quantile Estimator for High-Dimensional Distributions
Assaf Glazer, Michael Lindenbaum and Shaul Markovitch
Advances in Neural Information Processing Systems 26, 2013


Learning High-Density Regions for a Generalized Kolmogorov-Smirnov Test in High-Dimensional Data
Assaf Glazer, Michael Lindenbaum and Shaul Markovitch
Advances in Neural Information Processing Systems 25, 2012


Anytime Induction of Cost-sensitive Trees
Saher Esmeir and Shaul Markovitch
Advances in Neural Information Processing Systems 20, 2007


Harnessing the Expertise of 70, 000 Human Editors: Knowledge-Based Feature Generation for Text Categorization
Evgeniy Gabrilovich and Shaul Markovitch
Journal of Machine Learning Research, 2007


Anytime Learning of Decision Trees
Saher Esmeir and Shaul Markovitch
Journal of Machine Learning Research, 2007


Text categorization with many redundant features: using aggressive feature selection to make SVMs competitive with C4.5
Evgeniy Gabrilovich and Shaul Markovitch
Proceedings of the 21st International Conference on Machine Learning (ICML-04), 2004


Lookahead-based algorithms for anytime induction of decision trees
Saher Esmeir and Shaul Markovitch
Proceedings of the 21st International Conference on Machine Learning (ICML-04), 2004


Speedup Learning for Repair-based Search by Identifying Redundant Steps
Shaul Markovitch and Asaf Shatil
Journal of Machine Learning Research, 2003