Shai Shalev-Shwartz

18 catalog papers. Identity-linked publications and additional name matches are distinguished below.

ORCID: 0000-0002-4893-2910

Publications

When Hardness of Approximation Meets Hardness of Learning — Journal of Machine Learning Research 2022 (name-matched, not ORCID-linked)
Average Stability is Invariant to Data Preconditioning. Implications to Exp-concave Empirical Risk Minimization — Journal of Machine Learning Research 2017 (name-matched, not ORCID-linked)
On Lower and Upper Bounds in Smooth and Strongly Convex Optimization — Journal of Machine Learning Research 2016 (name-matched, not ORCID-linked)
Subspace Learning with Partial Information — Journal of Machine Learning Research 2016 (name-matched, not ORCID-linked)
Multiclass Learnability and the ERM Principle — Journal of Machine Learning Research 2015 (name-matched, not ORCID-linked)
Learning Sparse Low-Threshold Linear Classifiers — Journal of Machine Learning Research 2015 (name-matched, not ORCID-linked)
Matrix Completion with the Trace Norm: Learning, Bounding, and Transducing — Journal of Machine Learning Research 2014 (name-matched, not ORCID-linked)
Efficient Active Learning of Halfspaces: An Aggressive Approach — Journal of Machine Learning Research 2013 (name-matched, not ORCID-linked)
Stochastic Dual Coordinate Ascent Methods for Regularized Loss Minimization — Journal of Machine Learning Research 2013 (name-matched, not ORCID-linked)
Regularization Techniques for Learning with Matrices — Journal of Machine Learning Research 2012 (name-matched, not ORCID-linked)
Efficient Learning with Partially Observed Attributes — Journal of Machine Learning Research 2011 (name-matched, not ORCID-linked)
Stochastic Methods forl1-regularized Loss Minimization — Journal of Machine Learning Research 2011 (name-matched, not ORCID-linked)
Learnability, Stability and Uniform Convergence — Journal of Machine Learning Research 2010 (name-matched, not ORCID-linked)
Online Learning of Complex Prediction Problems Using Simultaneous Projections — Journal of Machine Learning Research 2008 (name-matched, not ORCID-linked)
Ranking Categorical Features Using Generalization Properties — Journal of Machine Learning Research 2008 (name-matched, not ORCID-linked)
Online Passive-Aggressive Algorithms — Journal of Machine Learning Research 2006 (name-matched, not ORCID-linked)
Efficient Learning of Label Ranking by Soft Projections onto Polyhedra — Journal of Machine Learning Research 2006 (name-matched, not ORCID-linked)
Smooth Îµ-Insensitive Regression by Loss Symmetrization — Journal of Machine Learning Research 2005 (name-matched, not ORCID-linked)