Mathematics

When and why randomised exploration works (in linear bandits) ALT 2025 When Can We Solve the Weighted Low Rank Approximation Problem in Truly Subquadratic Time? AISTATS 2025 WILTing Trees: Interpreting the Distance Between MPNN Embeddings ICML 2025 Word boundaries and the morphology-syntax trade-off COLING 2025 Wrapped Gaussian on the manifold of Symmetric Positive Definite Matrices ICML 2025 Zero-Inflated Bandits ICML 2025 VITS : Variational Inference Thompson Sampling for contextual bandits ICML 2024 3D Gaussian Splatting as Markov Chain Monte Carlo NeurIPS 2024 3D Neural Edge Reconstruction CVPR 2024 A Benchmark Suite for Evaluating Neural Mutual Information Estimators on Unstructured Datasets NeurIPS 2024 Absolute Pose from One or Two Scaled and Oriented Features CVPR 2024 Acceleration and Implicit Regularization in Gaussian Phase Retrieval AISTATS 2024 A Class of Topological Pseudodistances for Fast Comparison of Persistence Diagrams AAAI 2024 A Combinatorial Algorithm for the Semi-Discrete Optimal Transport Problem NeurIPS 2024 A Complete Landscape of EFX Allocations on Graphs: Goods, Chores and Mixed Manna IJCAI 2024 A Comprehensive Survey on Graph Reduction: Sparsification, Coarsening, and Condensation IJCAI 2024 A connection between Tempering and Entropic Mirror Descent ICML 2024 A Context-Enhanced Framework for Sequential Graph Reasoning IJCAI 2024 Active Ranking and Matchmaking, with Perfect Matchings ICML 2024 Adaptive and non-adaptive minimax rates for weighted Laplacian-Eigenmap based nonparametric regression AISTATS 2024 Adaptive Online Experimental Design for Causal Discovery ICML 2024 Adaptive Stabilization Based on Machine Learning for Column Generation ICML 2024 A Data-Adaptive RKHS Prior for Bayesian Learning of Kernels in Operators JMLR 2024 Adjust Pearson's r to Measure Arbitrary Monotone Dependence NeurIPS 2024 Adversarially-Robust Inference on Trees via Belief Propagation COLT 2024