Sivan Sabato - Concepedia

Author

Sivan Sabato

Ben-Gurion University of the Negev ORCID

Also Known As

Sabato, Sivan, Sivan Sabato

Publications

1.1K

Citations

H-Index

Concepts

All Affiliations

Ben-Gurion University of the Negev Hebrew University of Jerusalem Microsoft (United States)Microsoft Research New England (United States)Columbia University

About

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

Top Concepts

#	Concept	H-Index	Publications	Citations
1	Engineering	9	9	381
2	Computer Science	8	8	290
3	Data Science	7	7	120
4	Computer Engineering	1	1	18
5	Systems Engineering	1	1	27

Sivan Sabato

Publications

969

Citations

H-Index

Page 1

	Year	Citations
DNA methylation of distal regulatory sites characterizes dysregulation of cancer genes Dvir Aran, Sivan Sabato, Asaf Hellman Genome biology	2013	359
Learning and generalization with the information bottleneck Ohad Shamir, Sivan Sabato, Naftali Tishby Theoretical Computer Science EngineeringMachine LearningComputational Learning TheoryKnowledge DiscoveryComputer Science	2010	170
Loss minimization and parameter estimation with heavy tails Daniel Hsu, Sivan Sabato arXiv (Cornell University) Low-rank ApproximationDensity EstimationEngineeringMachine LearningSimple Estimation Technique	2016	91
Multiclass learnability and the ERM principle Amit Daniely, Sivan Sabato, Shai Ben-David, arXiv (Cornell University)	2013	42
Loss minimization and parameter estimation with heavy tails Daniel Hsu, Sivan Sabato arXiv (Cornell University)	2013	38
Relational domains and the interpretation of reciprocals Sivan Sabato, Yoad Winter Linguistics and Philosophy	2012	35
Analyzing system logs: a new view of what's important Sivan Sabato, Elad Yom‐Tov, Aviad Tsherniak, Software MaintenanceCluster ComputingEngineeringSoftware EngineeringSoftware Analysis	2007	27
Heavy-tailed regression with a generalized median-of-means Daniel Hsu, Sivan Sabato	2014	27
Multi-Instance Learning with Any Hypothesis Class Sivan Sabato, Naftali Tishby arXiv (Cornell University) Artificial IntelligenceMultiple Instance LearningEngineeringMachine LearningHypothesis Class	2011	22
BacPaCS—Bacterial Pathogenicity Classification via Sparse-SVM Eran Barash, Neta Sal‐Man, Sivan Sabato, Bioinformatics	2018	21

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