Concepedia

Shai Shalev‐Shwartz

SS

Statistics

Publications

104

Citations

15.3K

H-Index

47

Active since

2002

Affiliations

Hebrew University of Jerusalem(Current)

Toyota Technological Institute at Chicago

Google (United States)

Technion – Israel Institute of Technology

Weizmann Institute of Science

Shai Shalev‐Shwartz is an author at Hebrew University of Jerusalem specializing in computer science, computing, and machine learning.

Publications per year

2002–2024

104

Publications

104

Pegasos: primal estimated sub-gradient solver for SVM

Shai Shalev‐Shwartz, Yoram Singer, Nathan Srebro et al. · Mathematical Programming · 2010 · 1.5K citations

Computing, Computer Science, Algorithms +11

Online Passive-Aggressive Algorithms

Koby Crammer, Ofer Dekel, Joseph Keshet et al. · 2006 · 1.5K citations

Computing, Computer Science, Algorithms +10

Efficient projections onto the<i>l</i><sub>1</sub>-ball for learning in high dimensions

John C. Duchi, Shai Shalev‐Shwartz, Yoram Singer et al. · 2008 · 1.2K citations

Computing, Computer Science, Machine Learning +12

Online Learning and Online Convex Optimization

Shai Shalev‐Shwartz · Foundations and Trends® in Machine Learning · 2012 · 1.2K citations

Computing, Computer Science, Mathematics +14

Shai Shalev‐Shwartz, Yoram Singer, Nathan Srebro · 2007 · 993 citations

Computing, Computer Science, Algorithms +16

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