conftrace_

oracle-efficient algorithm

11 papers

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Co-occurring keywords

regret bound (1926) online learning (1777) contextual bandit (381) offline estimation (1) smoothed analysis (14) factored markov decision process (7) interactive decision making (6) demographic parity (75) fairness auditing (15) offline policy optimization (8)

Papers

Oracle-Efficient Pessimism: Offline Policy Optimization In Contextual Bandits AISTATS 2024
Online Estimation via Offline Estimation: An Information-Theoretic Framework NIPS 2024
Group-wise oracle-efficient algorithms for online multi-group learning NIPS 2024
Adaptive Oracle-Efficient Online Learning NIPS 2022
Oracle-Efficient Online Learning for Smoothed Adversaries NIPS 2022
Active fairness auditing ICML 2022
Smoothed Online Learning is as Easy as Statistical Learning COLT 2022
Generalized Policy Elimination: an efficient algorithm for Nonparametric Contextual Bandits UAI 2020
Reinforcement Learning in Factored MDPs: Oracle-Efficient Algorithms and Tighter Regret Bounds for the Non-Episodic Setting NIPS 2020
New Oracle-Efficient Algorithms for Private Synthetic Data Release ICML 2020
On Oracle-Efficient PAC RL with Rich Observations NIPS 2018