stochastic gradient descent

Periodic Step Size Adaptation for Single Pass On-line Learning NeurIPS 2009 SGD-QN: Careful Quasi-Newton Stochastic Gradient Descent JMLR 2009 A Convergent $O(n)$ Temporal-difference Algorithm for Off-policy Learning with Linear Function Approximation NeurIPS 2008 Deep Learning with Kernel Regularization for Visual Recognition NeurIPS 2008 Sequential effects: Superstition or rational behavior? NeurIPS 2008 A Stochastic Algorithm for Feature Selection in Pattern Recognition JMLR 2007 A Tree Parameterization for Efficiently Computing Maximum Likelihood Maps using Gradient Descent RSS 2007 Fast Variational Inference for Large-scale Internet Diagnosis NeurIPS 2007 Incremental Natural Actor-Critic Algorithms NeurIPS 2007 Topmoumoute Online Natural Gradient Algorithm NeurIPS 2007 Very Fast Online Learning of Highly Non Linear Problems JMLR 2007 Step Size Adaptation in Reproducing Kernel Hilbert Space JMLR 2006