Mathematics & Optimization

Robust Estimation for Random Graphs COLT 2022 Robust Generalized Method of Moments: A Finite Sample Viewpoint NeurIPS 2022 Robust Graph-Based Multi-View Clustering AAAI 2022 Robust Group Synchronization via Quadratic Programming ICML 2022 Robust Imitation via Mirror Descent Inverse Reinforcement Learning NeurIPS 2022 Robust Multi-Objective Bayesian Optimization Under Input Noise ICML 2022 Robustness Guarantees for Credal Bayesian Networks via Constraint Relaxation over Probabilistic Circuits IJCAI 2022 Robustness in Multi-Objective Submodular Optimization: a Quantile Approach ICML 2022 Robustness to Unbounded Smoothness of Generalized SignSGD NeurIPS 2022 Robust Online Control with Model Misspecification L4DC 2022 Robust SDE-Based Variational Formulations for Solving Linear PDEs via Deep Learning ICML 2022 Robust Solutions for Multi-Defender Stackelberg Security Games IJCAI 2022 Robust Sparse Mean Estimation via Sum of Squares COLT 2022 Robust Stochastic Linear Contextual Bandits Under Adversarial Attacks AISTATS 2022 Robust Subset Selection by Greedy and Evolutionary Pareto Optimization IJCAI 2022 Robust Testing in High-Dimensional Sparse Models NeurIPS 2022 Robust Tests in Online Decision-Making AAAI 2022 Robust Training in High Dimensions via Block Coordinate Geometric Median Descent AISTATS 2022 Role-based Multiplex Network Embedding ICML 2022 ROOT-SGD: Sharp Nonasymptotics and Asymptotic Efficiency in a Single Algorithm COLT 2022 Rotting Infinitely Many-Armed Bandits ICML 2022 RUMs from Head-to-Head Contests ICML 2022 RU-Net: Regularized Unrolling Network for Scene Graph Generation CVPR 2022 Runtime Analysis of Single- and Multi-Objective Evolutionary Algorithms for Chance Constrained Optimization Problems with Normally Distributed Random Variables IJCAI 2022 Runtime Programmable Switches NSDI 2022