Mathematics & Optimization

Robust covariance estimation with missing values and cell-wise contamination NeurIPS 2023 Robust Estimation of Discrete Distributions under Local Differential Privacy ALT 2023 Robust High-Dimensional Low-Rank Matrix Estimation: Optimal Rate and Data-Adaptive Tuning JMLR 2023 Robust Learning for Smoothed Online Convex Optimization with Feedback Delay NeurIPS 2023 Robust Linear Regression for General Feature Distribution AISTATS 2023 Robust Lipschitz Bandits to Adversarial Corruptions NeurIPS 2023 Robust Load Balancing with Machine Learned Advice JMLR 2023 Robust Matrix Sensing in the Semi-Random Model NeurIPS 2023 Robust Mean Estimation Without Moments for Symmetric Distributions NeurIPS 2023 Robust Model Reasoning and Fitting via Dual Sparsity Pursuit NeurIPS 2023 Robust Quickest Change Detection for Unnormalized Models UAI 2023 Robust Second-Order Nonconvex Optimization and Its Application to Low Rank Matrix Sensing NeurIPS 2023 Robust Sequence Networked Submodular Maximization AAAI 2023 Robust statistical comparison of random variables with locally varying scale of measurement UAI 2023 Rolling Horizon Based Temporal Decomposition for the Offline Pickup and Delivery Problem with Time Windows AAAI 2023 Rule Induction in Knowledge Graphs Using Linear Programming AAAI 2023 Runtime Analyses of Multi-Objective Evolutionary Algorithms in the Presence of Noise IJCAI 2023 Runtime Analysis for the NSGA-II: Provable Speed-Ups from Crossover AAAI 2023 Saddle-to-Saddle Dynamics in Diagonal Linear Networks NeurIPS 2023 Safeguarded Learned Convex Optimization AAAI 2023 Safe Interval Path Planning with Kinodynamic Constraints AAAI 2023 Safe Sequential Testing and Effect Estimation in Stratified Count Data AISTATS 2023 Safety Verification of Nonlinear Systems with Bayesian Neural Network Controllers AAAI 2023 Sample Complexity Bound for Evaluating the Robust Observer’s Performance under Coprime Factors Uncertainty L4DC 2023 Sample Complexity for Quadratic Bandits: Hessian Dependent Bounds and Optimal Algorithms NeurIPS 2023