Mathematics & Optimization

Hyrax: Fail-in-Place Server Operation in Cloud Platforms OSDI 2023 Identification and Estimation of the Probabilities of Potential Outcome Types Using Covariate Information in Studies with Non-compliance AAAI 2023 Identifying and Eliminating Majority Illusion in Social Networks AAAI 2023 Identifying Stable Sections for Formant Frequency Extraction of French Nasal Vowels Based on Difference Thresholds Interspeech 2023 IKOL: Inverse Kinematics Optimization Layer for 3D Human Pose and Shape Estimation via Gauss-Newton Differentiation AAAI 2023 Image Restoration with Mean-Reverting Stochastic Differential Equations ICML 2023 Image Super-Resolution Using T-Tetromino Pixels CVPR 2023 Implementing Bounded Revision via Lexicographic Revision and C-revision AAAI 2023 Implicit Bias of (Stochastic) Gradient Descent for Rank-1 Linear Neural Network NeurIPS 2023 Implicit Neural Spatial Representations for Time-dependent PDEs ICML 2023 Implicit Regularization and Entrywise Convergence of Riemannian Optimization for Low Tucker-Rank Tensor Completion JMLR 2023 Implicit Regularization Leads to Benign Overfitting for Sparse Linear Regression ICML 2023 Importance Sparsification for Sinkhorn Algorithm JMLR 2023 Improved Algorithm for Regret Ratio Minimization in Multi-Objective Submodular Maximization AAAI 2023 Improved Algorithms for Allen's Interval Algebra by Dynamic Programming with Sublinear Partitioning IJCAI 2023 Improved Algorithms for Maximum Satisfiability and Its Special Cases AAAI 2023 Improved Algorithms for Multi-period Multi-class Packing Problems with Bandit Feedback ICML 2023 Improved Algorithms for Stochastic Linear Bandits Using Tail Bounds for Martingale Mixtures NeurIPS 2023 Improved Algorithms for White-Box Adversarial Streams ICML 2023 Improved Best-of-Both-Worlds Guarantees for Multi-Armed Bandits: FTRL with General Regularizers and Multiple Optimal Arms NeurIPS 2023 Improved Convergence in High Probability of Clipped Gradient Methods with Heavy Tailed Noise NeurIPS 2023 Improved dimension dependence of a proximal algorithm for sampling COLT 2023 Improved Discretization Analysis for Underdamped Langevin Monte Carlo COLT 2023 Improved Dynamic Regret for Online Frank-Wolfe COLT 2023 Improved Frequency Estimation Algorithms with and without Predictions NeurIPS 2023