Mathematics & Optimization

Zeroth-Order Methods for Nonconvex Stochastic Problems with Decision-Dependent Distributions AAAI 2025 Α Descent-based Method on the Duality Gap for Solving Zero-sum Games IJCAI 2025 VITS : Variational Inference Thompson Sampling for contextual bandits ICML 2024 1/2-Approximate MMS Allocation for Separable Piecewise Linear Concave Valuations AAAI 2024 3D Gaussian Splatting as Markov Chain Monte Carlo NeurIPS 2024 3D Neural Edge Reconstruction CVPR 2024 A 4-Approximation Algorithm for Min Max Correlation Clustering AISTATS 2024 A Bayesian Learning Algorithm for Unknown Zero-sum Stochastic Games with an Arbitrary Opponent AISTATS 2024 A Benchmark Suite for Evaluating Neural Mutual Information Estimators on Unstructured Datasets NeurIPS 2024 A Best-of-both-worlds Algorithm for Bandits with Delayed Feedback with Robustness to Excessive Delays NeurIPS 2024 A Better Approximation for Bipartite Traveling Tournament in Inter-League Sports Scheduling IJCAI 2024 A Bregman Proximal Stochastic Gradient Method with Extrapolation for Nonconvex Nonsmooth Problems AAAI 2024 Absence of spurious solutions far from ground truth: A low-rank analysis with high-order losses AISTATS 2024 Absolute Pose from One or Two Scaled and Oriented Features CVPR 2024 Abstract Action Scheduling for Optimal Temporal Planning via OMT AAAI 2024 Accelerated Algorithms for Constrained Nonconvex-Nonconcave Min-Max Optimization and Comonotone Inclusion ICML 2024 Accelerated Gradient Tracking over Time-varying Graphs for Decentralized Optimization JMLR 2024 Accelerated Parameter-Free Stochastic Optimization COLT 2024 Accelerated Policy Gradient for s-rectangular Robust MDPs with Large State Spaces ICML 2024 Accelerated Regularized Learning in Finite N-Person Games NeurIPS 2024 Accelerating Approximate Thompson Sampling with Underdamped Langevin Monte Carlo AISTATS 2024 Accelerating Cutting-Plane Algorithms via Reinforcement Learning Surrogates AAAI 2024 Accelerating ERM for data-driven algorithm design using output-sensitive techniques NeurIPS 2024 Accelerating Look-ahead in Bayesian Optimization: Multilevel Monte Carlo is All you Need ICML 2024 Accelerating Matroid Optimization through Fast Imprecise Oracles NeurIPS 2024