Mathematics & Optimization

Anytime-Constrained Equilibria in Polynomial Time ICML 2025 Anytime-Valid A/B Testing of Counting Processes AISTATS 2025 A Parameter-Free and Near-Optimal Zeroth-Order Algorithm for Stochastic Convex Optimization ICML 2025 A Parametric Contextual Online Learning Theory of Brokerage ICML 2025 APLOT: Robust Reward Modeling via Adaptive Preference Learning with Optimal Transport EMNLP 2025 A Plug-and-Play Bregman ADMM Module for Inferring Event Branches in Temporal Point Processes AAAI 2025 Apollo-MILP: An Alternating Prediction-Correction Neural Solving Framework for Mixed-Integer Linear Programming ICLR 2025 A Polynomial-time Algorithm for Online Sparse Linear Regression with Improved Regret Bound under Weaker Conditions COLT 2025 A Pontryagin Perspective on Reinforcement Learning L4DC 2025 App2Exa: Accelerating Exact kNN Search via Dynamic Cache-Guided Approximation IJCAI 2025 Approximate Bilevel Difference Convex Programming for Bayesian Risk Markov Decision Processes AAAI 2025 Approximate Differential Privacy of the ℓ_2 Mechanism ICML 2025 Approximate Forest Completion and Learning-Augmented Algorithms for Metric Minimum Spanning Trees ICML 2025 Approximate Lifted Model Construction IJCAI 2025 Approximate State Abstraction for Markov Games AAAI 2025 Approximate Thompson Sampling for Learning Linear Quadratic Regulators with O(√T) Regret L4DC 2025 Approximating Metric Magnitude of Point Sets AAAI 2025 Approximating Optimal Labelings for Temporal Connectivity AAAI 2025 Approximating the Total Variation Distance between Gaussians AISTATS 2025 Approximating the total variation distance between spin systems COLT 2025 Approximation algorithms for combinatorial optimization with predictions ICLR 2025 A Primal-dual Perspective for Distributed TD-learning IJCAI 2025 A Probabilistic Toolkit for Multi-grained Word Segmentation in Chinese COLING 2025 A Proof of The Changepoint Detection Threshold Conjecture in Preferential Attachment Models COLT 2025 A-PSRO: A Unified Strategy Learning Method with Advantage Metric for Normal-form Games ICML 2025