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Sat Dec 07 03:30 PM -- 03:34 PM (PST) @ Harvey's Convention Center Floor, CC
PAC-Bayes-Empirical-Bernstein Inequality
Ilya Tolstikhin · Yevgeny Seldin
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Sat Dec 07 03:34 PM -- 03:38 PM (PST) @ Harvey's Convention Center Floor, CC
Regularized M-estimators with nonconvexity: Statistical and algorithmic theory for local optima
Po-Ling Loh · Martin J Wainwright
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Sat Dec 07 03:38 PM -- 03:42 PM (PST) @ Harvey's Convention Center Floor, CC
More data speeds up training time in learning halfspaces over sparse vectors
Amit Daniely · Nati Linial · Shai Shalev-Shwartz
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Sat Dec 07 03:42 PM -- 03:46 PM (PST) @ Harvey's Convention Center Floor, CC
Convex Calibrated Surrogates for Low-Rank Loss Matrices with Applications to Subset Ranking Losses
Harish G Ramaswamy · Shivani Agarwal · Ambuj Tewari
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Sat Dec 07 03:46 PM -- 03:50 PM (PST) @ Harvey's Convention Center Floor, CC
On the Relationship Between Binary Classification, Bipartite Ranking, and Binary Class Probability Estimation
Harikrishna Narasimhan · Shivani Agarwal