Mathematics

Fast and Stronger Lower Bounds for Planar Euclidean Shortest Paths IJCAI 2025 Fast Computing of Dung Semantics in Acyclic Probabilistic Argumentation Frameworks AAAI 2025 Fast Convergence of $Φ$-Divergence Along the Unadjusted Langevin Algorithm and Proximal Sampler ALT 2025 Fast Non-convex Matrix Sensing with Optimal Sample Complexity UAI 2025 Federated Causal Structure Learning with Non-identical Variable Sets ICML 2025 Federated Node-Level Clustering Network with Cross-Subgraph Link Mending ICML 2025 Finding Possible Winners in Spatial Voting with Incomplete Information IJCAI 2025 Fingerprinting LLMs through Survey Item Factor Correlation: A Case Study on Humor Style Questionnaire EMNLP 2025 Finite-Time Analysis of Discrete-Time Stochastic Interpolants ICML 2025 Finsler Multi-Dimensional Scaling: Manifold Learning for Asymmetric Dimensionality Reduction and Embedding CVPR 2025 Fixed-Confidence Multiple Change Point Identification under Bandit Feedback ICML 2025 Fixing the Double Penalty in Data-Driven Weather Forecasting Through a Modified Spherical Harmonic Loss Function ICML 2025 Fixing the Loose Brake: Exponential-Tailed Stopping Time in Best Arm Identification ICML 2025 For Universal Multiclass Online Learning, Bandit Feedback and Full Supervision are Equivalent ALT 2025 Free-running vs Synchronous: Single-Photon Lidar for High-flux 3D Imaging ICCV 2025 FreqMoE: Dynamic Frequency Enhancement for Neural PDE Solvers IJCAI 2025 From Sparse to Dense Functional Data in High Dimensions: Revisiting Phase Transitions from a Non-Asymptotic Perspective JMLR 2025 From Your Block to Our Block: How to Find Shared Structure Between Stochastic Block Models over Multiple Graphs AAAI 2025 Fully Dynamic Euclidean Bi-Chromatic Matching in Sublinear Update Time ICML 2025 Fundamental Bias in Inverting Random Sampling Matrices with Application to Sub-sampled Newton ICML 2025 Galaxy Walker: Geometry-aware VLMs For Galaxy-scale Understanding CVPR 2025 Gaussian Graphical Modelling Without Independence Assumptions for Uncentered Data AAAI 2025 Gaussian Mean Testing under Truncation AISTATS 2025 GBGC: Efficient and Adaptive Graph Coarsening via Granular-ball Computing IJCAI 2025 General framework for online-to-nonconvex conversion: Schedule-free SGD is also effective for nonconvex optimization ICML 2025