Concepedia

Sivan Sabato

SS

20

Publications

969

Citations

14

H-Index

2005

Active since

Affiliations

Ben-Gurion University of the Negev(Current)

Hebrew University of Jerusalem

Microsoft (United States)

Microsoft Research New England (United States)

Columbia University

Sivan Sabato is an author at Ben-Gurion University of the Negev specializing in engineering, computer science, and machine learning.

Top concepts

EngineeringComputer ScienceMachine LearningData ScienceSupervised LearningData MiningKnowledge DiscoveryPattern RecognitionDeep LearningArtificial Intelligence

Publications per year

2005–2021

20

Publications

20

DNA methylation of distal regulatory sites characterizes dysregulation of cancer genes

Dvir Aran, Sivan Sabato, Asaf Hellman · Genome biology · 2013 · 359 citations · Full text

Learning and generalization with the information bottleneck

Ohad Shamir, Sivan Sabato, Naftali Tishby · Theoretical Computer Science · 2010 · 170 citations

Engineering, Machine Learning, Computational Learning Theory +5

Loss minimization and parameter estimation with heavy tails

Daniel Hsu, Sivan Sabato · arXiv (Cornell University) · 2016 · 91 citations · Full text

Low-rank Approximation, Density Estimation, Engineering +14

Multiclass learnability and the ERM principle

Amit Daniely, Sivan Sabato, Shai Ben-David et al. · arXiv (Cornell University) · 2013 · 42 citations · Full text

Loss minimization and parameter estimation with heavy tails

Daniel Hsu, Sivan Sabato · arXiv (Cornell University) · 2013 · 38 citations · Full text

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