convergence

Preconditioned Riemannian Gradient Descent Algorithm for Low-Multilinear-Rank Tensor Completion ICML 2025 Provable Maximum Entropy Manifold Exploration via Diffusion Models ICML 2025 QPRL : Learning Optimal Policies with Quasi-Potential Functions for Asymmetric Traversal ICML 2025 Rank-One Modified Value Iteration ICML 2025 Refining Adaptive Zeroth-Order Optimization at Ease ICML 2025 Riemannian Diffusion Adaptation for Distributed Optimization on Manifolds ICML 2025 Secant Line Search for Frank-Wolfe Algorithms ICML 2025 Sharpness-Aware Minimization Efficiently Selects Flatter Minima Late In Training ICLR 2025 Speeding up Policy Simulation in Supply Chain RL ICML 2025 The Panaceas for Improving Low-Rank Decomposition in Communication-Efficient Federated Learning ICML 2025 Toward Efficient Kernel-Based Solvers for Nonlinear PDEs ICML 2025 What Makes Freezing Layers in Deep Neural Networks Effective? A Linear Separability Perspective AutoML 2025 Adaptive Proximal Gradient Methods Are Universal Without Approximation ICML 2024 A Single-Loop Robust Policy Gradient Method for Robust Markov Decision Processes ICML 2024 A Unified Adaptive Testing System Enabled by Hierarchical Structure Search ICML 2024 Batch and match: black-box variational inference with a score-based divergence ICML 2024 Byzantine-Robust Federated Learning: Impact of Client Subsampling and Local Updates ICML 2024 Can Looped Transformers Learn to Implement Multi-step Gradient Descent for In-context Learning? ICML 2024 Convergence Guarantees for the DeepWalk Embedding on Block Models ICML 2024 Convergence of Online Learning Algorithm for a Mixture of Multiple Linear Regressions ICML 2024 CurBench: Curriculum Learning Benchmark ICML 2024 Demystifying SGD with Doubly Stochastic Gradients ICML 2024 Enabling Few-Shot Learning with PID Control: A Layer Adaptive Optimizer ICML 2024 FADAS: Towards Federated Adaptive Asynchronous Optimization ICML 2024 Fast, Scalable, Warm-Start Semidefinite Programming with Spectral Bundling and Sketching ICML 2024