← 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

Efficient Proximal Mapping of the 1-path-norm of Shallow Networks ICML 2020
Escaping Saddle-Point Faster under Interpolation-like Conditions NIPS 2020
Communication-Efficient Distributed Stochastic AUC Maximization with Deep Neural Networks ICML 2020
ImpatientCapsAndRuns: Approximately Optimal Algorithm Configuration from an Infinite Pool NIPS 2020
Stochastic Stein Discrepancies NIPS 2020
Online Convex Optimization Over Erdos-Renyi Random Networks NIPS 2020
From Finite to Countable-Armed Bandits NIPS 2020
Stochastic Optimization with Laggard Data Pipelines NIPS 2020
Stochastic Flows and Geometric Optimization on the Orthogonal Group ICML 2020
Robust, Accurate Stochastic Optimization for Variational Inference NIPS 2020
Beyond Network Pruning: a Joint Search-and-Training Approach IJCAI 2020
Stage-wise Conservative Linear Bandits NIPS 2020
Efficient Projection-free Algorithms for Saddle Point Problems NIPS 2020
Nearly Optimal Regret for Stochastic Linear Bandits with Heavy-Tailed Payoffs IJCAI 2020
Model Selection in Contextual Stochastic Bandit Problems NIPS 2020
The Devil is in the Detail: A Framework for Macroscopic Prediction via Microscopic Models NIPS 2020
Bandit Samplers for Training Graph Neural Networks NIPS 2020
Dynamic Multi-Robot Task Allocation under Uncertainty and Temporal Constraints RSS 2020
Temporal Variability in Implicit Online Learning NIPS 2020
Optimal Algorithms for Stochastic Multi-Armed Bandits with Heavy Tailed Rewards NIPS 2020
Efficient improper learning for online logistic regression COLT 2020
Second-Order Information in Non-Convex Stochastic Optimization: Power and Limitations COLT 2020
Byzantine Resilient Distributed Multi-Task Learning NIPS 2020
Risk Bounds for Low Cost Bipartite Ranking UAI 2020
Stochastic Variational Inference for Dynamic Correlated Topic Models UAI 2020