Mathematics & Optimization

A Bootstrap Method for Error Estimation in Randomized Matrix Multiplication JMLR 2019 A Bridge between Liquid and Social Welfare in Combinatorial Auctions with Submodular Bidders AAAI 2019 A Calibration Metric for Risk Scores with Survival Data MLHC 2019 Accelerated Alternating Projections for Robust Principal Component Analysis JMLR 2019 Accelerated Coordinate Descent with Arbitrary Sampling and Best Rates for Minibatches AISTATS 2019 Accelerated Decentralized Optimization with Local Updates for Smooth and Strongly Convex Objectives AISTATS 2019 Accelerated Flow for Probability Distributions ICML 2019 Accelerated Gravitational Point Set Alignment With Altered Physical Laws ICCV 2019 Accelerated Incremental Gradient Descent using Momentum Acceleration with Scaling Factor IJCAI 2019 Accelerated Linear Convergence of Stochastic Momentum Methods in Wasserstein Distances ICML 2019 ACCELERATING NONCONVEX LEARNING VIA REPLICA EXCHANGE LANGEVIN DIFFUSION ICLR 2019 Accelerating Rescaled Gradient Descent: Fast Optimization of Smooth Functions NeurIPS 2019 Acceleration via Symplectic Discretization of High-Resolution Differential Equations NeurIPS 2019 Achieving a Fairer Future by Changing the Past IJCAI 2019 Achieving Optimal Dynamic Regret for Non-stationary Bandits without Prior Information COLT 2019 Achieving the Bayes Error Rate in Stochastic Block Model by SDP, Robustly COLT 2019 A Closed-Form Solution to Universal Style Transfer ICCV 2019 A Communication Efficient Stochastic Multi-Block Alternating Direction Method of Multipliers NeurIPS 2019 A Composite Randomized Incremental Gradient Method ICML 2019 A Conditional-Gradient-Based Augmented Lagrangian Framework ICML 2019 A Convex Relaxation for Multi-Graph Matching CVPR 2019 Acoustic Model Optimization Based on Evolutionary Stochastic Gradient Descent with Anchors for Automatic Speech Recognition Interspeech 2019 Acquiring Integer Programs from Data IJCAI 2019 Action-Sensitive Phonological Dependencies ACL 2019 Active Exploration in Markov Decision Processes AISTATS 2019