conftrace_

online algorithm

445 papers

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Co-occurring keywords

regret bound (1926) multi-armed bandit (1098) online learning (1777) competitive ratio (74) stochastic optimization (1060) competitive analysis (53) learning-augmented algorithm (44) combinatorial optimization (1039) contextual bandit (381) regret minimization (315)

Papers

The Sparse Vector Technique, Revisited COLT 2021
An Efficient Pessimistic-Optimistic Algorithm for Stochastic Linear Bandits with General Constraints NIPS 2021
DART: Adaptive Accept Reject Algorithm for Non-Linear Combinatorial Bandits AAAI 2021
Stochastic Bandits with Graph Feedback in Non-Stationary Environments AAAI 2021
Necessarily Optimal One-Sided Matchings AAAI 2021
Prior-independent Dynamic Auctions for a Value-maximizing Buyer NIPS 2021
Online Knapsack with Frequency Predictions NIPS 2021
Robust Learning-Augmented Caching: An Experimental Study ICML 2021
Exploration by Optimisation in Partial Monitoring COLT 2020
A Tight Lower Bound and Efficient Reduction for Swap Regret NIPS 2020
ImpatientCapsAndRuns: Approximately Optimal Algorithm Configuration from an Infinite Pool NIPS 2020
Online Linear Optimization with Many Hints NIPS 2020
Crush Optimism with Pessimism: Structured Bandits Beyond Asymptotic Optimality NIPS 2020
Adaptive Probing Policies for Shortest Path Routing NIPS 2020
Improving Online Rent-or-Buy Algorithms with Sequential Decision Making and ML Predictions NIPS 2020
Simultaneous Translation Policies: From Fixed to Adaptive ACL 2020
Tracking Disaster Footprints with Social Streaming Data AAAI 2020
Online metric algorithms with untrusted predictions ICML 2020
Linear bandits with Stochastic Delayed Feedback ICML 2020
A Unified Model for the Two-stage Offline-then-Online Resource Allocation IJCAI 2020
End-to-End Transition-Based Online Dialogue Disentanglement IJCAI 2020
The Blind Men and the Elephant: Integrated Offline/Online Optimization Under Uncertainty IJCAI 2020
Contextual Bandits with Continuous Actions: Smoothing, Zooming, and Adapting JMLR 2020
Marthe: Scheduling the Learning Rate Via Online Hypergradients IJCAI 2020
Online Directional Speech Enhancement Using Geometrically Constrained Independent Vector Analysis INTERSPEECH 2020