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online learning

1770 papers

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Also known as

OLO OL

Co-occurring keywords

regret bound (1918) multi-armed bandit (1091) stochastic optimization (1060) regret minimization (315) contextual bandit (379) reinforcement learning (4122) online algorithm (444) convex optimization (1320) adversarial learning (1592) continual learning (1164)

Papers

Clipper: A Low-Latency Online Prediction Serving System NSDI 2017
Multi-Objective Non-parametric Sequential Prediction NIPS 2017
BranchOut: Regularization for Online Ensemble Tracking With Convolutional Neural Networks CVPR 2017
Fast Video Classification via Adaptive Cascading of Deep Models CVPR 2017
On-The-Fly Adaptation of Regression Forests for Online Camera Relocalisation CVPR 2017
Lean Crowdsourcing: Combining Humans and Machines in an Online System CVPR 2017
Why ADAGRAD Fails for Online Topic Modeling EMNLP 2017
Macro Grammars and Holistic Triggering for Efficient Semantic Parsing EMNLP 2017
Counterfactual Learning from Bandit Feedback under Deterministic Logging : A Case Study in Statistical Machine Translation EMNLP 2017
Online Learning with a Hint NIPS 2017
Online Learning of Optimal Bidding Strategy in Repeated Multi-Commodity Auctions NIPS 2017
Regret Analysis for Continuous Dueling Bandit NIPS 2017
Stochastic and Adversarial Online Learning without Hyperparameters NIPS 2017
Efficient Sublinear-Regret Algorithms for Online Sparse Linear Regression with Limited Observation NIPS 2017
Online Influence Maximization under Independent Cascade Model with Semi-Bandit Feedback NIPS 2017
On Frank-Wolfe and Equilibrium Computation NIPS 2017
Online Dynamic Programming NIPS 2017
Online Learning with Transductive Regret NIPS 2017
Online Learning for Multivariate Hawkes Processes NIPS 2017
Rotting Bandits NIPS 2017
Best Response Regression NIPS 2017
Action Centered Contextual Bandits NIPS 2017
Online control of the false discovery rate with decaying memory NIPS 2017
Near Minimax Optimal Players for the Finite-Time 3-Expert Prediction Problem NIPS 2017
Efficient Online Linear Optimization with Approximation Algorithms NIPS 2017