conftrace_

step size adaptation

4 papers

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Co-occurring keywords

online learning (1777) stochastic gradient descent (1091) single pass learning (1) second-order gradient descent (1) hessian approximation (41) second-order optimization (93) support vector machine (978) convergence rate (607) target distribution (19) second-order method (38)

Papers

autoMALA: Locally adaptive Metropolis-adjusted Langevin algorithm AISTATS 2024
Learning step sizes for unfolded sparse coding NIPS 2019
Periodic Step Size Adaptation for Single Pass On-line Learning NIPS 2009
Step Size Adaptation in Reproducing Kernel Hilbert Space JMLR 2006