Mathematics & Optimization

Policy Iteration for Two-Player General-Sum Stochastic Stackelberg Games ACML 2025 Policy Optimization for CMDPs with Bandit Feedback: Learning Stochastic and Adversarial Constraints ICML 2025 Policy-Regret Minimization in Markov Games with Function Approximation ICML 2025 Polynomial low degree hardness for Broadcasting on Trees (Extended Abstract) COLT 2025 Polynomial Time Learning Augmented Algorithms for NP-hard Permutation Problems ICML 2025 Polynomial-Time Relational Probabilistic Inference in Open Universes IJCAI 2025 Position: Constants are Critical in Regret Bounds for Reinforcement Learning ICML 2025 Position: Graph Learning Will Lose Relevance Due To Poor Benchmarks ICML 2025 Power Mean Estimation in Stochastic Continuous Monte-Carlo Tree Search ICML 2025 Power Spectral Density Estimation for Acoustic Source Separation Using A Spherical Microphone Array Interspeech 2025 Practical Solutions to the Relative Pose of Three Calibrated Cameras CVPR 2025 PRaDA: Projective Radial Distortion Averaging CVPR 2025 Pre-Assignment Problem for Unique Minimum Vertex Cover on Bounded Clique-Width Graphs AAAI 2025 Precedence-Constrained Winter Value for Effective Graph Data Valuation ICLR 2025 Precise Integral in NeRFs: Overcoming the Approximation Errors of Numerical Quadrature WACV 2025 Preconditioned Riemannian Gradient Descent Algorithm for Low-Multilinear-Rank Tensor Completion ICML 2025 Preconditioners for the Stochastic Training of Neural Fields CVPR 2025 Predicting quantum channels over general product distributions COLT 2025 Prediction-Aware Learning in Multi-Agent Systems ICML 2025 Prediction-Based Adaptive Variable Ordering Heuristics for Constraint Satisfaction Problems AAAI 2025 Prediction-Powered E-Values ICML 2025 Prediction Risk and Estimation Risk of the Ridgeless Least Squares Estimator under General Assumptions on Regression Errors ICLR 2025 Predictive Monitoring of Black-Box Dynamical Systems L4DC 2025 Preference Elicitation for Multi-objective Combinatorial Optimization with Active Learning and Maximum Likelihood Estimation IJCAI 2025 Preserving AUC Fairness in Learning with Noisy Protected Groups ICML 2025