Mathematics & Optimization

Heavy-tailed Estimation is Easier than Adversarial Contamination COLT 2025 Heavy-Tailed Linear Bandits: Huber Regression with One-Pass Update ICML 2025 Hedging and Approximate Truthfulness in Traditional Forecasting Competitions AAAI 2025 Heterogeneous Multi-Agent Bandits with Parsimonious Hints AAAI 2025 Heterogeneous Multi-Robot Graph Coverage with Proximity and Movement Constraints AAAI 2025 Heterophily-Aware Personalized PageRank for Node Classification IJCAI 2025 Hide Exposures by Removing Mastermind’s External Sources on Social Network (Student Abstract) AAAI 2025 Hierarchical and Stochastic Crystallization Learning: Geometrically Leveraged Nonparametric Regression with Delaunay Triangulation JMLR 2025 Hierarchical Gradient-Based Genetic Sampling for Accurate Prediction of Biological Oscillations AAAI 2025 Hierarchical Overlapping Clustering on Graphs: Cost Function, Algorithm and Scalability ICML 2025 Hierarchical Refinement: Optimal Transport to Infinity and Beyond ICML 2025 High-accuracy sampling from constrained spaces with the Metropolis-adjusted Preconditioned Langevin Algorithm ALT 2025 High Dimensional Bayesian Optimization using Lasso Variable Selection AISTATS 2025 High-Dimensional Prediction for Sequential Decision Making ICML 2025 High-Dimensional Tensor Regression With Oracle Properties ICML 2025 High Probability Bound for Cross-Learning Contextual Bandits with Unknown Context Distributions ICML 2025 High School Course Scheduling: Student Preferences and Fairness Constraints (Student Abstract) AAAI 2025 Hildoc: Leveraging Hilbert Curve Representation for Accurate and Efficient Document Retrieval IJCNLP 2025 HiNeuS: High-fidelity Neural Surface Mitigating Low-texture and Reflective Ambiguity ICCV 2025 HotSpot: Signed Distance Function Optimization with an Asymptotically Sufficient Condition CVPR 2025 How Discrete and Continuous Diffusion Meet: Comprehensive Analysis of Discrete Diffusion Models via a Stochastic Integral Framework ICLR 2025 How good is your Laplace approximation of the Bayesian posterior? Finite-sample computable error bounds for a variety of useful divergences JMLR 2025 How Likely Are Two Voting Rules Different? UAI 2025 How Many Lines to Paint the City: Exact Edge-Cover in Temporal Graphs AAAI 2025 How Much is Unseen Depends Chiefly on Information About the Seen ICLR 2025