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Alon Gonen

Hebrew University of Jerusalem

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Publication

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international conference on machine learning | 2011

Large-Scale Convex Minimization with a Low-Rank Constraint

Shai Shalev-Shwartz; Alon Gonen; Ohad Shamir

international conference on machine learning | 2015

Strongly Adaptive Online Learning

Amit Daniely; Alon Gonen; Shai Shalev-Shwartz

Journal of Machine Learning Research | 2013

Efficient active learning of halfspaces: an aggressive approach

Alon Gonen; Sivan Sabato; Shai Shalev-Shwartz

Journal of Machine Learning Research | 2016

Subspace learning with partial information

Alon Gonen; Dan Rosenbaum; Yonina C. Eldar; Shai Shalev-Shwartz

conference on learning theory | 2017

Fast Rates for Empirical Risk Minimization of Strict Saddle Problems.

Alon Gonen; Shai Shalev-Shwartz

international conference on machine learning | 2016

Solving ridge regression using sketched preconditioned SVRG

Alon Gonen; Francesco Orabona; Shai Shalev-Shwartz

Archive | 2012

Efficient Pool-Based Active Learning of Halfspaces

Alon Gonen; Sivan Sabato; Shai Shalev-Shwartz

arXiv: Learning | 2016

Tightening the Sample Complexity of Empirical Risk Minimization via Preconditioned Stability.

Alon Gonen; Shai Shalev-Shwartz

arXiv: Numerical Analysis | 2015

Faster SGD Using Sketched Conditioning.

Alon Gonen; Shai Shalev-Shwartz

arXiv: Learning | 2011

Active Learning Halfspaces under Margin Assumptions

Alon Gonen; Sivan Sabato; Shai Shalev-Shwartz

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Collaboration

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Shai Shalev-Shwartz

Hebrew University of Jerusalem

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Sivan Sabato

Microsoft

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Dan Rosenbaum

Hebrew University of Jerusalem

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Yonina C. Eldar

Technion – Israel Institute of Technology

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Amit Daniely

Hebrew University of Jerusalem

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Ohad Shamir

Weizmann Institute of Science

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Elad Hazan

Princeton University

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Francesco Orabona

Toyota Technological Institute at Chicago

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Naman Agarwal

Princeton University

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Ran Gilad-Bachrach

Microsoft

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