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Pegasos: primal estimated sub-gradient solver for SVM

20101,517 citationsJournal Article

Authors

Shai Shalev‐Shwartz · Hebrew University of Jerusalem

Yoram Singer · Google (United States)

Nathan Srebro · Toyota Technological Institute at Chicago

Andrew Cotter · Toyota Technological Institute at Chicago

Topics & Keywords

Machine Learning and Algorithms Stochastic Gradient Optimization Techniques Machine Learning and ELM

Publication Details

Published in: Mathematical Programming

Volume 127, Issue 1, pp. 3-30

DOI: 10.1007/s10107-010-0420-4

Field-Weighted Citation Impact: 179.39

Pegasos: primal estimated sub-gradient solver for SVM | Researchclopedia