Machine Learning

Convergence and Sample Complexity of Natural Policy Gradient Primal-Dual Methods for Constrained MDPs JMLR 2025 Convergence of Distributed Adaptive Optimization with Local Updates ICLR 2025 Convergence of Mean-Field Langevin Stochastic Descent-Ascent for Distributional Minimax Optimization ICML 2025 Convergence of Policy Mirror Descent Beyond Compatible Function Approximation ICML 2025 Convergence of Score-Based Discrete Diffusion Models: A Discrete-Time Analysis ICLR 2025 Convergence Rate in a Nonlinear Two-Time-Scale Stochastic Approximation with State (Time)-Dependence AAAI 2025 Convergence Rates for Non-Log-Concave Sampling and Log-Partition Estimation JMLR 2025 Convergent Privacy Loss of Noisy-SGD without Convexity and Smoothness ICLR 2025 Converting Annotated Clinical Cases into Structured Case Report Forms ACL 2025 Convex Formulations for Training Two-Layer ReLU Neural Networks ICLR 2025 ConvMixFormer- A Resource-Efficient Convolution Mixer for Transformer-Based Dynamic Hand Gesture Recognition WACV 2025 Convolutional LoRA Aggregation for Unseen Tasks Adaptation EMNLP 2025 ConvSearch-R1: Enhancing Query Reformulation for Conversational Search with Reasoning via Reinforcement Learning EMNLP 2025 Cool-Fusion: Fuse Large Language Models without Training ACL 2025 Cooperation of Experts: Fusing Heterogeneous Information with Large Margin ICML 2025 Cooperative Policy Agreement: Learning Diverse Policy for Offline MARL AAAI 2025 Cooperative Pseudo Labeling for Unsupervised Federated Classification ICCV 2025 Coordinate-based Speed of Sound Recovery for Aberration-Corrected Photoacoustic Computed Tomography ICCV 2025 COPER: Correlation-based Permutations for Multi-View Clustering ICLR 2025 CoPINN: Cognitive Physics-Informed Neural Networks ICML 2025 CoPL: Collaborative Preference Learning for Personalizing LLMs EMNLP 2025 CoPRA: Bridging Cross-domain Pretrained Sequence Models with Complex Structures for Protein-RNA Binding Affinity Prediction AAAI 2025 COPR: Continual Human Preference Learning via Optimal Policy Regularization ACL 2025 Co-Progression Knowledge Distillation with Knowledge Prototype for Industrial Anomaly Detection AAAI 2025 CoPrUS: Consistency Preserving Utterance Synthesis towards more realistic benchmark dialogues COLING 2025