← Keywords

stochastic optimization

1060 papers

Explore in graph

Also known as

SO SVRG SSO SGD

Co-occurring keywords

regret bound (1918) online learning (1770) variance reduction (520) multi-armed bandit (1091) convex optimization (1320) convergence rate (606) non-convex optimization (546) stochastic gradient descent (1088) gradient descent (1143) nonconvex optimization (316)

Papers

Improved SVRG for Non-Strongly-Convex or Sum-of-Non-Convex Objectives ICML 2016
Accelerating Stochastic Composition Optimization NIPS 2016
Online Stochastic Linear Optimization under One-bit Feedback ICML 2016
Improved Dropout for Shallow and Deep Learning NIPS 2016
SEBOOST - Boosting Stochastic Learning Using Subspace Optimization Techniques NIPS 2016
LazySVD: Even Faster SVD Decomposition Yet Without Agonizing Pain NIPS 2016
Importance Sampling Tree for Large-scale Empirical Expectation ICML 2016
Proximal Stochastic Methods for Nonsmooth Nonconvex Finite-Sum Optimization NIPS 2016
Stochastic Optimization for Multiview Representation Learning using Partial Least Squares ICML 2016
The Multi-fidelity Multi-armed Bandit NIPS 2016
Adaptive Skills Adaptive Partitions (ASAP) NIPS 2016
Combining Adversarial Guarantees and Stochastic Fast Rates in Online Learning NIPS 2016
Stochastic Three-Composite Convex Minimization NIPS 2016
Online learning in repeated auctions COLT 2016
First-order Methods for Geodesically Convex Optimization COLT 2016
Simultaneous Clustering and Model Selection for Tensor Affinities CVPR 2016
Principled Parallel Mean-Field Inference for Discrete Random Fields CVPR 2016
Regret of Queueing Bandits NIPS 2016
Stochastic Structured Prediction under Bandit Feedback NIPS 2016
One-vs-Each Approximation to Softmax for Scalable Estimation of Probabilities NIPS 2016
Riemannian SVRG: Fast Stochastic Optimization on Riemannian Manifolds NIPS 2016
Combinatorial Multi-Armed Bandit with General Reward Functions NIPS 2016
Stochastic Online AUC Maximization NIPS 2016
Stochastic Variational Inference for the HDP-HMM AISTATS 2016
Efficient Globally Convergent Stochastic Optimization for Canonical Correlation Analysis NIPS 2016