conftrace_

stochastic method

95 papers

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Co-occurring keywords

convex optimization (1321) regret bound (1926) online learning (1777) non-convex optimization (547) markov chain monte carlo (725) stochastic optimization (1060) convergence rate (607) gradient descent (1144) distributed optimization (275) stochastic gradient descent (1091)

Papers

Approximate Bayesian Computation with Kullback-Leibler Divergence as Data Discrepancy AISTATS 2018
Random Permutation Online Isotonic Regression NIPS 2017
Regularization With Stochastic Transformations and Perturbations for Deep Semi-Supervised Learning NIPS 2016
Sub-sampled Newton Methods with Non-uniform Sampling NIPS 2016
Kullback-Leibler Proximal Variational Inference NIPS 2015
A Lower Bound for the Optimization of Finite Sums ICML 2015
Parallel Direction Method of Multipliers NIPS 2014
Multiarmed Bandits With Limited Expert Advice COLT 2014
Exploiting easy data in online optimization NIPS 2014
One-Pass AUC Optimization ICML 2013
On the Generalization Ability of Online Learning Algorithms for Pairwise Loss Functions ICML 2013
Stochastic Deconvolution CVPR 2013
Adaptive MCMC with Bayesian Optimization AISTATS 2012
Scalable nonconvex inexact proximal splitting NIPS 2012
Online Learning: Stochastic, Constrained, and Smoothed Adversaries NIPS 2011
TD_gamma: Re-evaluating Complex Backups in Temporal Difference Learning NIPS 2011
Elliptical slice sampling AISTATS 2010
LSTD with Random Projections NIPS 2010
One sketch for all: Theory and Application of Conditional Random Sampling NIPS 2008
Adaptive Online Gradient Descent NIPS 2007