Sivan Sabato

11 catalog papers. Identity-linked publications and additional name matches are distinguished below.

ORCID: 0000-0002-7975-0044

Ben-Gurion University of the Negev

Publications

• Active Structure Learning of Bayesian Networks in an Observational Setting — Journal of Machine Learning Research 2022 (name-matched, not ORCID-linked)
• Universal Bayes consistency in metric spaces — The Annals of Statistics 2021
• Interactive Algorithms: Pool, Stream and Precognitive Stream — Journal of Machine Learning Research 2017
• Active Nearest-Neighbor Learning in Metric Spaces — Journal of Machine Learning Research 2017
• Loss Minimization and Parameter Estimation with Heavy Tails — Journal of Machine Learning Research 2016
• Learning Sparse Low-Threshold Linear Classifiers — Journal of Machine Learning Research 2015
• Multiclass Learnability and the ERM Principle — Journal of Machine Learning Research 2015
• Distribution-Dependent Sample Complexity of Large Margin Learning — Journal of Machine Learning Research 2013
• Efficient Active Learning of Halfspaces: An Aggressive Approach — Journal of Machine Learning Research 2013
• Multi-Instance Learning with Any Hypothesis Class — Journal of Machine Learning Research 2012
• Ranking Categorical Features Using Generalization Properties — Journal of Machine Learning Research 2008