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Mathematics & Optimization

19,283 papers (0 classified directly here)

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Papers (including subtopics)

Uniform Mean Estimation for Heavy-Tailed Distributions via Median-of-Means ICML 2025 Unify ML4TSP: Drawing Methodological Principles for TSP and Beyond from Streamlined Design Space of Learning and Search ICLR 2025 Universality of Kernel Random Matrices and Kernel Regression in the Quadratic Regime JMLR 2025 Universal Neural Optimal Transport ICML 2025 Universal Online Convex Optimization Meets Second-order Bounds JMLR 2025 Universal Rates for Multiclass Learning with Bandit Feedback COLT 2025 Unleashing High-Quality Image Generation in Diffusion Sampling Using Second-Order Levenberg-Marquardt-Langevin ICCV 2025 Unlocking Decoding-time Controllability: Gradient-Free Multi-Objective Alignment with Contrastive Prompts NAACL 2025 Unlocking the Game: Estimating Games in Möbius Representation for Explanation and High-Order Interaction Detection AAAI 2025 Unveiling the Role of Randomization in Multiclass Adversarial Classification: Insights from Graph Theory AISTATS 2025 User Preference Meets Pareto-Optimality in Multi-Objective Bayesian Optimization AAAI 2025 Using Information Theory to Characterize Prosodic Typology: The Case of Tone, Pitch-Accent and Stress-Accent ACL 2025 Using Submodular Optimization to Approximate Minimum-Size Abductive Path Explanations for Tree-Based Models UAI 2025 Utilitarian Algorithm Configuration for Infinite Parameter Spaces ICLR 2025 UTILITY: Utilizing Explainable Reinforcement Learning to Improve Reinforcement Learning ICLR 2025 Value-aligned Behavior Cloning for Offline Reinforcement Learning via Bi-level Optimization ICLR 2025 Variance-Aware Estimation of Kernel Mean Embedding JMLR 2025 Variance-Reduced Forward-Reflected-Backward Splitting Methods for Nonmonotone Generalized Equations ICML 2025 Variance-Reducing Couplings for Random Features ICLR 2025 Variational Phylogenetic Inference with Products over Bipartitions ICML 2025 Variety-Seeking Jump Games on Graphs IJCAI 2025 VeRecycle: Reclaiming Guarantees from Probabilistic Certificates for Stochastic Dynamical Systems after Change IJCAI 2025 Verified Certificates via SAT and Computer Algebra Systems for the Ramsey R(3,8) and R(3,9) Problems IJCAI 2025 VFOSA: Variance-Reduced Fast Operator Splitting Algorithms for Generalized Equations JMLR 2025 Vib2Move: In-hand Object Reconfiguration via Fingertip Micro-vibrations RSS 2025