stochastic optimization

Stochastic Online AUC Maximization NeurIPS 2016 Stochastic Optimization for Large-scale Optimal Transport NeurIPS 2016 Stochastic Optimization for Multiview Representation Learning using Partial Least Squares ICML 2016 Stochastic Structured Prediction under Bandit Feedback NeurIPS 2016 Stochastic Three-Composite Convex Minimization NeurIPS 2016 Stochastic Variance Reduced Optimization for Nonconvex Sparse Learning ICML 2016 Stochastic Variational Inference for the HDP-HMM AISTATS 2016 The Multi-fidelity Multi-armed Bandit NeurIPS 2016 The Sound of APALM Clapping: Faster Nonsmooth Nonconvex Optimization with Stochastic Asynchronous PALM NeurIPS 2016 Tracking the Best Expert in Non-stationary Stochastic Environments NeurIPS 2016 Variance-Reduced and Projection-Free Stochastic Optimization ICML 2016 Variance Reduction in Stochastic Gradient Langevin Dynamics NeurIPS 2016 Adaptive Stochastic Alternating Direction Method of Multipliers ICML 2015 Adaptive Stochastic Optimization: From Sets to Paths NeurIPS 2015 Addressing Constraint Robustness to Torque Errors in Task-Space Inverse Dynamics RSS 2015 A Projection Free Method for Generalized Eigenvalue Problem With a Nonsmooth Regularizer ICCV 2015 A Scalable Algorithm for Structured Kernel Feature Selection AISTATS 2015 Beyond Convexity: Stochastic Quasi-Convex Optimization NeurIPS 2015 Building Proteins in a Day: Efficient 3D Molecular Reconstruction CVPR 2015 Cascading Bandits: Learning to Rank in the Cascade Model ICML 2015 Cheap Bandits ICML 2015 Combinatorial Cascading Bandits NeurIPS 2015 Convergence Analysis of Prediction Markets via Randomized Subspace Descent NeurIPS 2015 Convergence rates of sub-sampled Newton methods NeurIPS 2015 Copula variational inference NeurIPS 2015