Mathematics & Optimization

Constrained Pareto Set Identification with Bandit Feedback ICML 2025 Constrained Preferential Bayesian Optimization and Its Application in Banner Ad Design IJCAI 2025 Constraint-aware Pareto Optimization for Tree-Structured Networks: Addressing Decarbonization Targets with Hydropower Expansion AAAI 2025 Context-Aware Optimal Transport Learning for Retinal Fundus Image Enhancement WACV 2025 Contextual Bandits for Unbounded Context Distributions ICML 2025 Contextual Bandits with Stage-wise Constraints JMLR 2025 Contextual Linear Bandits with Delay as Payoff ICML 2025 Contextual Online Decision Making with Infinite-Dimensional Functional Regression ICML 2025 Contextual Optimization Under Model Misspecification: A Tractable and Generalizable Approach ICML 2025 Continual Unsupervised Generative Modelling via Online Optimal Transport AAAI 2025 Continuous Bayesian Model Selection for Multivariate Causal Discovery ICML 2025 Continuous Diffusive Prediction Network for Multi-Station Weather Prediction IJCAI 2025 Continuous-Time Analysis of Heavy Ball Momentum in Min-Max Games ICML 2025 Contract-based Design and Verification of Multi-Agent Systems with Quantitative Temporal Requirements AAAI 2025 Contract Design Under Approximate Best Responses ICML 2025 Contrastive Functional Principal Component Analysis AAAI 2025 Convergence of Mean-Field Langevin Stochastic Descent-Ascent for Distributional Minimax Optimization ICML 2025 Convergence Rate in a Nonlinear Two-Time-Scale Stochastic Approximation with State (Time)-Dependence AAAI 2025 Convex Relaxation for Robust Vanishing Point Estimation in Manhattan World CVPR 2025 Cooperative or Competitive? Understanding the Interaction between Attention Heads From A Game Theory Perspective ACL 2025 Correlated Quantization for Faster Nonconvex Distributed Optimization UAI 2025 Correlation Clustering Beyond the Pivot Algorithm ICML 2025 Corrupted Learning Dynamics in Games COLT 2025 Counterfactual Online Learning for Open-Loop Monte-Carlo Planning AAAI 2025 Coupling-based Convergence Diagnostic and Stepsize Scheme for Stochastic Gradient Descent AAAI 2025