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bandit learning

18 papers

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Co-occurring keywords

multi-armed bandit (1098) regret bound (1926) neural machine translation (2310) reinforcement learning (4352) bandit feedback (118) sequence-to-sequence learning (95) human feedback (161) multiclass classification (181) online learning (1777) matching market (26)

Papers

Improved Regret Bounds for Online Fair Division with Bandit Learning AAAI 2025
ICL-Bandit: Relevance Labeling in Advertisement Recommendation Systems via LLM EMNLP 2025
Improved Analysis for Bandit Learning in Matching Markets NIPS 2024
Responsible Bandit Learning via Privacy-Protected Mean-Volatility Utility AAAI 2024
Fast Rates for Bandit PAC Multiclass Classification NIPS 2024
Exponential Smoothing for Off-Policy Learning ICML 2023
Quantifying the Cost of Learning in Queueing Systems NIPS 2023
Multi-Action Dialog Policy Learning from Logged User Feedback AAAI 2023
Scalable and Robust Self-Learning for Skill Routing in Large-Scale Conversational AI Systems NAACL 2022
Bandit Learning in Decentralized Matching Markets JMLR 2021
Matroids, Matchings, and Fairness AISTATS 2019
Bandit Learning in Concave N-Person Games NIPS 2018
Reliability and Learnability of Human Bandit Feedback for Sequence-to-Sequence Reinforcement Learning ACL 2018
Can Neural Machine Translation be Improved with User Feedback? NAACL 2018
Bandit Structured Prediction for Neural Sequence-to-Sequence Learning ACL 2017
Crowd Learning: Improving Online Decision Making Using Crowdsourced Data IJCAI 2017
Reinforcement Learning for Bandit Neural Machine Translation with Simulated Human Feedback EMNLP 2017
The price of bandit information in multiclass online classification COLT 2013