Concepedia

Shalev-ShwartzShai

SH

5

Publications

1K

Citations

5

H-Index

2006

Active since

Shalev-ShwartzShai is an author specializing in engineering, machine learning, and pattern recognition.

Top concepts

EngineeringMachine LearningPattern RecognitionData ScienceComputer ScienceInverse ProblemsConvex OptimizationSupervised LearningData MiningLearning Analytics

Publications per year

2006–2013

5

Publications

5

Online Passive-Aggressive Algorithms

CrammerKoby, DekelOfer, KeshetJoseph et al. · Journal of Machine Learning Research · 2006 · 899 citations

Artificial Intelligence, Engineering, Machine Learning +19

Stochastic Methods for l1-regularized Loss Minimization

Shalev-ShwartzShai, TewariAmbuj · Journal of Machine Learning Research · 2011 · 73 citations

Mathematical Programming, Sparse Representation, Engineering +14

Learnability, Stability and Uniform Convergence

Shalev-ShwartzShai, ShamirOhad, SrebroNathan et al. · Journal of Machine Learning Research · 2010 · 23 citations

Artificial Intelligence, Statistical Learning, Engineering +20

Stochastic dual coordinate ascent methods for regularized loss

Shalev-ShwartzShai, ZhangTong · Journal of Machine Learning Research · 2013 · 10 citations

Mathematical Programming, Support Vector Machine, Engineering +15

Pegasos: primal estimated sub-gradient solver for SVM

Shalev-ShwartzShai, SingerYoram, SrebroNathan et al. · Mathematical Programming · 2011 · 10 citations

Support Vector Machine, Engineering, Machine Learning +5

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