Mathematics & Optimization

B2Opt: Learning to Optimize Black-box Optimization with Little Budget AAAI 2025 Backward Filtering Forward Guiding JMLR 2025 Balanced Adaptive Subspace Collaboration for Mixed Pareto-Lexicographic Multi-Objective Problems with Priority Levels AAAI 2025 Balanced and Fair Partitioning of Friends AAAI 2025 Balanced Rate-Distortion Optimization in Learned Image Compression CVPR 2025 Balancing Bias in Two-sided Markets for Fair Stable Matchings ICLR 2025 Balancing Interference and Correlation in Spatial Experimental Designs: A Causal Graph Cut Approach ICML 2025 Balans: Multi-Armed Bandits-based Adaptive Large Neighborhood Search for Mixed-Integer Programming Problems IJCAI 2025 BARK: A Fully Bayesian Tree Kernel for Black-box Optimization ICML 2025 Basilisk: Using Provenance Invariants to Automate Proofs of Undecidable Protocols OSDI 2025 Batch List-Decodable Linear Regression via Higher Moments ICML 2025 Bayes correlated equilibria, no-regret dynamics in Bayesian games, and the price of anarchy COLT 2025 Bayesian Analysis of Combinatorial Gaussian Process Bandits ICLR 2025 Bayesian Optimization for Unknown Cost-Varying Variable Subsets with No-Regret Costs AAAI 2025 Bayesian Optimization from Human Feedback: Near-Optimal Regret Bounds ICML 2025 Bayesian Optimization over Bounded Domains with the Beta Product Kernel UAI 2025 Bayesian Optimization with Inexact Acquisition: Is Random Grid Search Sufficient? UAI 2025 Bayesian Persuasion with Externalities: Exploiting Agent Types AAAI 2025 Bayesian Sparse Gaussian Mixture Model for Clustering in High Dimensions JMLR 2025 Beehive: A Scalable Disaggregated Memory Runtime Exploiting Asynchrony of Multithreaded Programs NSDI 2025 Benefits of Early Stopping in Gradient Descent for Overparameterized Logistic Regression ICML 2025 Best Linear Unbiased Estimate from Privatized Contingency Tables JMLR 2025 Best of Both Worlds: Regret Minimization versus Minimax Play ICML 2025 Best Subset Selection: Optimal Pursuit for Feature Selection and Elimination ICML 2025 Better Private Distribution Testing by Leveraging Unverified Auxiliary Data COLT 2025