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All publications by Katya Scheinberg
authors venues years



Sparse Inverse Covariance Selection via Alternating Linearization Methods
Katya Scheinberg, Shiqian Ma and Donald Goldfarb
Advances in Neural Information Processing Systems 23, 2010


An Efficient Implementation of an Active Set Method for SVMs
Katya Scheinberg
Journal of Machine Learning Research, 2006


Incremental Learning and Selective Sampling via Parametric Optimization Framework for SVM
Shai Fine and Katya Scheinberg
Advances in Neural Information Processing Systems 14, 2001


Efficient SVM Training Using Low-Rank Kernel Representations
Shai Fine and Katya Scheinberg
Journal of Machine Learning Research, 2001