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convex function

31 papers

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convergence rate (6) regret bound (5) convex optimization (5) stochastic optimization (5) input convex neural network (3) online learning (3) non-convex (2) iterate averaging (2) strongly convex (2) gradient descent (2)

Papers

Generalized Mixability via Entropic Duality COLT 2015 (Near) Dimension Independent Risk Bounds for Differentially Private Learning ICML 2014 O(logT) Projections for Stochastic Optimization of Smooth and Strongly Convex Functions ICML 2013 A Characterization of Scoring Rules for Linear Properties COLT 2012 L1 Covering Numbers for Uniformly Bounded Convex Functions COLT 2012 Incorporating Functional Knowledge in Neural Networks JMLR 2009