conftrace_

adversarial corruption

40 papers

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Co-occurring keywords

regret bound (1926) multi-armed bandit (1098) adversarial robustness (1341) robust estimation (168) robust regression (79) robust statistics (102) reinforcement learning (4352) online algorithm (445) linear regression (282) outlier detection (319)

Papers

Robust Policy Gradient against Strong Data Corruption ICML 2021
Stochastic Dueling Bandits with Adversarial Corruption ALT 2021
On Reinforcement Learning with Adversarial Corruption and Its Application to Block MDP ICML 2021
Improved Corruption Robust Algorithms for Episodic Reinforcement Learning ICML 2021
Corruption-Tolerant Gaussian Process Bandit Optimization AISTATS 2020
Robust and Heavy-Tailed Mean Estimation Made Simple, via Regret Minimization NIPS 2020
How Hard is Robust Mean Estimation? COLT 2019
List-decodable Linear Regression NIPS 2019
Outlier-Robust High-Dimensional Sparse Estimation via Iterative Filtering NIPS 2019
Quantum Entropy Scoring for Fast Robust Mean Estimation and Improved Outlier Detection NIPS 2019
Better Algorithms for Stochastic Bandits with Adversarial Corruptions COLT 2019
Efficient Algorithms for Outlier-Robust Regression COLT 2018
Robust Learning of Fixed-Structure Bayesian Networks NIPS 2018
Robust Regression via Hard Thresholding NIPS 2015
Robust Sparse Regression under Adversarial Corruption ICML 2013