Sivan Sabato
42 papers · 2008–2026 · 8 venues · across top CS/AI venues
This profile combines several different researchers. Authors are keyed by name, and this name's papers fall into 18 separate collaboration groups - the largest holds only 33% of them. Pick the group below that matches the researcher you mean. How a shared name is split.
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Which Sivan Sabato?
7 groups of papers that share co-authors internally but none with each other - each most likely a different researcher. Pick one to see its papers.
with Shai Shalev-shwartz, Nathan Srebro, Naftali Tishby
14 papers
· 2008–2016
· JMLR, ICML, AISTATS
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Loss Minimization and Parameter Estimation with Heavy Tails
JMLR 2016
Learning Sparse Low-Threshold Linear Classifiers
JMLR 2015
Multiclass Learnability and the ERM Principle
JMLR 2015
Heavy-tailed regression with a generalized median-of-means
ICML 2014
Clustering Oligarchies
AISTATS 2013
Distribution-Dependent Sample Complexity of Large Margin Learning
JMLR 2013
Efficient Active Learning of Halfspaces: An Aggressive Approach
JMLR 2013
Efficient Active Learning of Halfspaces: an Aggressive Approach
ICML 2013
Multi-Instance Learning with Any Hypothesis Class
JMLR 2012
Multiclass Learning Approaches: A Theoretical Comparison with Implications
NeurIPS 2012
Multiclass Learnability and the ERM principle
COLT 2011
Reducing Label Complexity by Learning From Bags
AISTATS 2010
Tight Sample Complexity of Large-Margin Learning
NeurIPS 2010
Ranking Categorical Features Using Generalization Properties
JMLR 2008
11 papers whose co-authors appear nowhere else under this name
Adaptive Combinatorial Maximization: Beyond Approximate Greedy Policies
ALT 2024
Improved Robust Algorithms for Learning with Discriminative Feature Feedback
AISTATS 2023
On the Capacity Limits of Privileged ERM
AISTATS 2023
Active Feature Selection for the Mutual Information Criterion
AAAI 2021
Algorithmic Learning Theory 2021: Preface
ALT 2021
Approximating a Distribution Using Weight Queries
ICML 2021
A Walkthrough for the Principle of Logit Separation
IJCAI 2019
Epsilon-Best-Arm Identification in Pay-Per-Reward Multi-Armed Bandits
NeurIPS 2019
Active Regression by Stratification
NeurIPS 2014
Auditing: Active Learning with Outcome-Dependent Query Costs
NeurIPS 2013
Feature Multi-Selection among Subjective Features
ICML 2013