Shai Shalev‐Shwartz
Publications by Year
Research Areas
Machine Learning and Algorithms, Sparse and Compressive Sensing Techniques, Stochastic Gradient Optimization Techniques, Neural Networks and Applications, Advanced Bandit Algorithms Research
Most-Cited Works
- → Understanding Machine Learning: From Theory To Algorithms(2015)3,085 cited
- → Pegasos: primal estimated sub-gradient solver for SVM(2010)1,516 cited
- Online Passive-Aggressive Algorithms(2006)
- → Online Learning and Online Convex Optimization(2011)1,219 cited
- → Efficient projections onto thel1-ball for learning in high dimensions(2008)1,219 cited
- → Pegasos(2007)986 cited
- Stochastic dual coordinate ascent methods for regularized loss(2013)
- → On a Formal Model of Safe and Scalable Self-driving Cars(2017)420 cited