Concepedia

Shai Shalev‐Shwartz

SS

Statistics

Publications

102

Citations

14.9K

H-Index

46

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 engineering, computer science, and machine learning.

Top concepts

EngineeringComputer ScienceMachine LearningData ScienceDeep LearningPattern RecognitionSupervised LearningArtificial IntelligenceMathematical ProgrammingConvex Optimization

Publications per year

2002–2024

102

Publications

102

Pegasos: primal estimated sub-gradient solver for SVM

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

Support Vector Machine, Engineering, Machine Learning +5

Online Passive-Aggressive Algorithms

Koby Crammer, Ofer Dekel, Joseph Keshet et al. · 2006 · 1.4K citations

Artificial Intelligence, Mathematical Programming, Engineering +18

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

Online Learning and Online Convex Optimization

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

Shai Shalev‐Shwartz, Yoram Singer, Nathan Srebro · 2007 · 983 citations

Optimization Problem Cast, Support Vector Machine, Engineering +10

1–5 of 102