conftrace_

non-smooth optimization

29 papers

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Co-occurring keywords

convex optimization (1321) non-convex optimization (547) convergence rate (607) stochastic optimization (1060) stochastic gradient descent (1091) zeroth-order optimization (102) stationary point (44) nonsmooth optimization (49) oracle complexity (65) convergence analysis (395)

Papers

Semi-Proximal Mirror-Prox for Nonsmooth Composite Minimization NIPS 2015
Robust Multivariate Regression with Grossly Corrupted Observations and Its Application to Personality Prediction ACML 2015
Stochastic Gradient Descent for Non-smooth Optimization: Convergence Results and Optimal Averaging Schemes ICML 2013
Stochastic Alternating Direction Method of Multipliers ICML 2013