Optimization

Optimal Tagging with Markov Chain Optimization NeurIPS 2016 Optimistic Bandit Convex Optimization NeurIPS 2016 Optimization of Speech Enhancement Front-End with Speech Recognition-Level Criterion Interspeech 2016 Optimizing affinity-based binary hashing using auxiliary coordinates NeurIPS 2016 Parallel and Distributed Block-Coordinate Frank-Wolfe Algorithms ICML 2016 Parameter-Free Convex Learning through Coin Betting AutoML 2016 Pareto Frontier Learning with Expensive Correlated Objectives ICML 2016 PD-Sparse : A Primal and Dual Sparse Approach to Extreme Multiclass and Multilabel Classification ICML 2016 Piecewise-Planar 3D Approximation From Wide-Baseline Stereo CVPR 2016 Planar Time Optimal Paths for Non-Symmetric Vehicles in Constant Flows RSS 2016 POD: Discovering Primary Objects in Videos Based on Evolutionary Refinement of Object Recurrence, Background, and Primary Object Models CVPR 2016 Policy Error Bounds for Model-Based Reinforcement Learning with Factored Linear Models COLT 2016 Polynomial Networks and Factorization Machines: New Insights and Efficient Training Algorithms ICML 2016 Predicting Binaural Speech Intelligibility from Signals Estimated by a Blind Source Separation Algorithm Interspeech 2016 Primal-Dual Rates and Certificates ICML 2016 Principled Parallel Mean-Field Inference for Discrete Random Fields CVPR 2016 Prior-Less Compressible Structure From Motion CVPR 2016 Product Review Summarization by Exploiting Phrase Properties COLING 2016 Progressive Feature Matching With Alternate Descriptor Selection and Correspondence Enrichment CVPR 2016 Proper Inner Product with Mean Displacement for Gaussian Noise Invariant ICA ACML 2016 Provable Efficient Online Matrix Completion via Non-convex Stochastic Gradient Descent NeurIPS 2016 Provable Non-convex Phase Retrieval with Outliers: Median TruncatedWirtinger Flow ICML 2016 Proximal Stochastic Methods for Nonsmooth Nonconvex Finite-Sum Optimization NeurIPS 2016 Pymanopt: A Python Toolbox for Optimization on Manifolds using Automatic Differentiation JMLR 2016 Quadratic Optimization with Orthogonality Constraints: Explicit Lojasiewicz Exponent and Linear Convergence of Line-Search Methods ICML 2016