convergence

Deconstructing the Failure of Ideal Noise Correction: A Three-Pillar Diagnosis CVPR 2026 SASNet: Spatially-Adaptive Sinusoidal Networks for INRs CVPR 2026 A Comprehensive Framework for Analyzing the Convergence of Adam: Bridging the Gap with SGD ICML 2025 ADDQ: Adaptive distributional double Q-learning ICML 2025 A Generalization Result for Convergence in Learning-to-Optimize ICML 2025 An Efficient Pruner for Large Language Model with Theoretical Guarantee ICML 2025 An Online Feasible Point Method for Benign Generalized Nash Equilibrium Problems. ALT 2025 ARS: Adaptive Reward Scaling for Multi-Task Reinforcement Learning ICML 2025 Categorical Distributional Reinforcement Learning with Kullback-Leibler Divergence: Convergence and Asymptotics ICML 2025 Consensus Is All You Get: The Role of Attention in Transformers ICML 2025 Convergence of Policy Mirror Descent Beyond Compatible Function Approximation ICML 2025 Dimension-Independent Rates for Structured Neural Density Estimation ICML 2025 Direct Density Ratio Optimization: A Statistically Consistent Approach to Aligning Large Language Models ICML 2025 Efficient Federated Incomplete Multi-View Clustering ICML 2025 Elucidating Flow Matching ODE Dynamics via Data Geometry and Denoisers ICML 2025 Federated In-Context Learning: Iterative Refinement for Improved Answer Quality ICML 2025 Ferret: Federated Full-Parameter Tuning at Scale for Large Language Models ICML 2025 Gradient Methods with Online Scaling COLT 2025 Haste Makes Waste: A Simple Approach for Scaling Graph Neural Networks ICML 2025 (How) Do Language Models Track State? ICML 2025 Learn Singularly Perturbed Solutions via Homotopy Dynamics ICML 2025 Low-dimensional adaptation of diffusion models: Convergence in total variation (extended abstract) COLT 2025 Meta-Reinforcement Learning with Adaptation from Human Feedback via Preference-Order-Preserving Task Embedding ICML 2025 Noisy SIGNSGD Is More Differentially Private Than You (Might) Think ICML 2025 Nonlinearly Preconditioned Gradient Methods under Generalized Smoothness ICML 2025