conftrace_

online optimization

108 papers

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Co-occurring keywords

regret bound (1926) online learning (1777) stochastic optimization (1060) convex optimization (1321) multi-armed bandit (1098) submodular optimization (261) gradient descent (1144) bandit feedback (118) competitive ratio (74) resource allocation (251)

Papers

Online Variance Reduction for Stochastic Optimization COLT 2018
Compiling Combinatorial Prediction Games ICML 2018
Methods for off-line/on-line optimization under uncertainty IJCAI 2018
Minimizing Adaptive Regret with One Gradient per Iteration IJCAI 2018
Stochastic and Adversarial Online Learning without Hyperparameters NIPS 2017
Online Optimization of Smoothed Piecewise Constant Functions AISTATS 2017
Online Optimization of Video-Ad Allocation IJCAI 2017
Efficiency Through Procrastination: Approximately Optimal Algorithm Configuration with Runtime Guarantees IJCAI 2017
Affine-Invariant Online Optimization and the Low-rank Experts Problem NIPS 2017
Highly-Smooth Zero-th Order Online Optimization COLT 2016
Designing smoothing functions for improved worst-case competitive ratio in online optimization NIPS 2016
An Information-Theoretic Analysis of Thompson Sampling JMLR 2016
First-order regret bounds for combinatorial semi-bandits COLT 2015
The Hedge Algorithm on a Continuum ICML 2015
Online Optimization : Competing with Dynamic Comparators AISTATS 2015
Exploiting easy data in online optimization NIPS 2014
Logistic Regression: Tight Bounds for Stochastic and Online Optimization COLT 2014
Online Linear Optimization via Smoothing COLT 2014
Online Optimization for Max-Norm Regularization NIPS 2014
Learning to Optimize via Information-Directed Sampling NIPS 2014
Online Decision-Making in General Combinatorial Spaces NIPS 2014
Good Vibrations: A Modal Analysis Approach for Sequential Non-Rigid Structure from Motion CVPR 2014
A second-order bound with excess losses COLT 2014
Dual Averaging and Proximal Gradient Descent for Online Alternating Direction Multiplier Method ICML 2013
Optimizing Instructional Policies NIPS 2013