Mathematics & Optimization

Bounding the expected run-time of nonconvex optimization with early stopping UAI 2020 Breaking Reversibility Accelerates Langevin Dynamics for Non-Convex Optimization NeurIPS 2020 Breaking the Curse of Nonregularity with Subagging --- Inference of the Mean Outcome under Optimal Treatment Regimes JMLR 2020 “Bring Your Own Greedy”+Max: Near-Optimal 1/2-Approximations for Submodular Knapsack AISTATS 2020 Budget-Constrained Bandits over General Cost and Reward Distributions AISTATS 2020 Budgeted Facility Location Games with Strategic Facilities IJCAI 2020 Budgeted Online Influence Maximization ICML 2020 Building Scalable and Flexible Cluster Managers Using Declarative Programming OSDI 2020 Bundle Adjustment on a Graph Processor CVPR 2020 Cakewalk Sampling AAAI 2020 Calibrated Surrogate Maximization of Linear-fractional Utility in Binary Classification AISTATS 2020 Can Stochastic Zeroth-Order Frank-Wolfe Method Converge Faster for Non-Convex Problems? ICML 2020 Can We Predict the Election Outcome from Sampled Votes? AAAI 2020 CARP: Compression Through Adaptive Recursive Partitioning for Multi-Dimensional Images CVPR 2020 Catching Cheats: Detecting Strategic Manipulation in Distributed Optimisation of Electric Vehicle Aggregators (Extended Abstract) IJCAI 2020 Causal Bayesian Optimization AISTATS 2020 Chaining Meets Chain Rule: Multilevel Entropic Regularization and Training of Neural Networks JMLR 2020 Chain Length and CSPs Learnable with Few Queries AAAI 2020 Change Point Estimation in a Dynamic Stochastic Block Model JMLR 2020 Chaos, Extremism and Optimism: Volume Analysis of Learning in Games NeurIPS 2020 Characterizing Distribution Equivalence and Structure Learning for Cyclic and Acyclic Directed Graphs ICML 2020 Choice Bandits NeurIPS 2020 Choice Set Optimization Under Discrete Choice Models of Group Decisions ICML 2020 Chunk-based Chinese Spelling Check with Global Optimization EMNLP 2020 Clearing Kidney Exchanges via Graph Neural Network Guided Tree Search (Student Abstract) AAAI 2020