Mathematics & Optimization

Massively scalable Sinkhorn distances via the Nyström method NeurIPS 2019 Matching with Constraints IJCAI 2019 Matrix-Free Preconditioning in Online Learning ICML 2019 Matroid Constrained Fair Allocation Problem AAAI 2019 Matroids, Matchings, and Fairness AISTATS 2019 MaxGap Bandit: Adaptive Algorithms for Approximate Ranking NeurIPS 2019 MaxHedge: Maximizing a Maximum Online AISTATS 2019 Maximin-Aware Allocations of Indivisible Goods IJCAI 2019 Maximum a posteriori Speech Enhancement Based on Double Spectrum Interspeech 2019 Maximum Entropy Distributions: Bit Complexity and Stability COLT 2019 Maximum Likelihood Estimation for Learning Populations of Parameters ICML 2019 Max-value Entropy Search for Multi-Objective Bayesian Optimization NeurIPS 2019 McDiarmid-Type Inequalities for Graph-Dependent Variables and Stability Bounds NeurIPS 2019 Mean-field theory of two-layers neural networks: dimension-free bounds and kernel limit COLT 2019 Measurement Maximizing Adaptive Sampling with Risk Bounding Functions AAAI 2019 Melding the Data-Decisions Pipeline: Decision-Focused Learning for Combinatorial Optimization AAAI 2019 Merge-and-Shrink Task Reformulation for Classical Planning IJCAI 2019 Meta-Descent for Online, Continual Prediction AAAI 2019 Meta-Weighted Gaussian Process Experts for Personalized Forecasting of AD Cognitive Changes MLHC 2019 MFBO-SSM: Multi-Fidelity Bayesian Optimization for Fast Inference in State-Space Models AAAI 2019 MFPCA: Multiscale Functional Principal Component Analysis AAAI 2019 Micro-Baseline Structured Light ICCV 2019 Migration as Submodular Optimization AAAI 2019 Minimal Achievable Sufficient Statistic Learning ICML 2019 Minimal Rewiring: Efficient Live Expansion for Clos Data Center Networks NSDI 2019