Machine Learning

Linear Convergence of Diffusion Models Under the Manifold Hypothesis COLT 2025 Linear convergence of Sinkhorn’s algorithm for generalized static Schrödinger bridge ICML 2025 Linear cost and exponentially convergent approximation of Gaussian Matérn processes on intervals JMLR 2025 Linear Decoding of Morphology Relations in Language Models (Student Abstract) AAAI 2025 Linear Equations with Min and Max Operators: Computational Complexity AAAI 2025 Linear Hypothesis Testing in High-Dimensional Expected Shortfall Regression with Heavy-Tailed Errors JMLR 2025 Linearization Turns Neural Operators into Function-Valued Gaussian Processes ICML 2025 Linearized Wasserstein Barycenters: Synthesis, Analysis, Representational Capacity, and Applications AISTATS 2025 Linear Mode Connectivity between Multiple Models modulo Permutation Symmetries ICML 2025 Linear Mode Connectivity in Differentiable Tree Ensembles ICLR 2025 Linear Partial Gromov-Wasserstein Embedding ICLR 2025 Linear Recency Bias During Training Improves Transformers’ Fit to Reading Times COLING 2025 Linear Relational Decoding of Morphology in Language Models NAACL 2025 Linear Representations of Political Perspective Emerge in Large Language Models ICLR 2025 Linear SCM Identification in the Presence of Confounders and Gaussian Noise ICLR 2025 Linear Separation Capacity of Self-Supervised Representation Learning JMLR 2025 Linear Spherical Sliced Optimal Transport: A Fast Metric for Comparing Spherical Data ICLR 2025 Linear Streaming Bandit: Regret Minimization and Fixed-Budget Epsilon-Best Arm Identification AAAI 2025 Linear Submodular Maximization with Bandit Feedback AISTATS 2025 Linear System Identification from Snapshot Data by Schrodinger bridge L4DC 2025 Linear-Time Demonstration Selection for In-Context Learning via Gradient Estimation EMNLP 2025 Linear Transformer Topological Masking with Graph Random Features ICLR 2025 LineFlow: A Framework to Learn Active Control of Production Lines ICML 2025 Line of Duty: Evaluating LLM Self-Knowledge via Consistency in Feasibility Boundaries NAACL 2025 Lines of Thought in Large Language Models ICLR 2025