step size adaptation

The Within-Orbit Adaptive Leapfrog No-U-Turn Sampler JMLR 2026 Adaptive backtracking line search ICLR 2025 Coupling-based Convergence Diagnostic and Stepsize Scheme for Stochastic Gradient Descent AAAI 2025 Sampling From Multiscale Densities With Delayed Rejection Generalized Hamiltonian Monte Carlo AISTATS 2025 autoMALA: Locally adaptive Metropolis-adjusted Langevin algorithm AISTATS 2024 Directional Smoothness and Gradient Methods: Convergence and Adaptivity NeurIPS 2024 Learning step sizes for unfolded sparse coding NeurIPS 2019 Meta-Descent for Online, Continual Prediction AAAI 2019 L4: Practical loss-based stepsize adaptation for deep learning NeurIPS 2018 Adaptive Primal-Dual Splitting Methods for Statistical Learning and Image Processing NeurIPS 2015 Periodic Step Size Adaptation for Single Pass On-line Learning NeurIPS 2009 Step Size Adaptation in Reproducing Kernel Hilbert Space JMLR 2006