conftrace_

robust algorithm

11 papers

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Co-occurring keywords

regret bound (1926) contextual bandit (381) multi-armed bandit (1098) adversarial attack (1621) adversarial robustness (1341) robust optimization (307) strategic agent (18) chow-liu tree (5) latent tree model (10) stochastic linear bandit (15)

Papers

Robust Performance Incentivizing Algorithms for Multi-Armed Bandits with Strategic Agents AAAI 2025
CRIMED: Lower and Upper Bounds on Regret for Bandits with Unbounded Stochastic Corruption ALT 2024
Monte Carlo Tree Search in the Presence of Transition Uncertainty AAAI 2024
Improved Robust Algorithms for Learning with Discriminative Feature Feedback AISTATS 2023
Adversarially Robust Distributed Count Tracking via Partial Differential Privacy NIPS 2023
Robust Stochastic Linear Contextual Bandits Under Adversarial Attacks AISTATS 2022
Stochastic Linear Bandits Robust to Adversarial Attacks AISTATS 2021
Adapting to misspecification in contextual bandits with offline regression oracles ICML 2021
Robustifying Algorithms of Learning Latent Trees with Vector Variables NIPS 2021
An Optimistic Perspective on Offline Reinforcement Learning ICML 2020
Robust Hierarchical Clustering JMLR 2014