conftrace_

contamination model

9 papers

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Co-occurring keywords

robust statistics (102) huber contamination (7) robust estimation (168) unsupervised decontamination (1) sequential dependency (6) latent impression inference (1) robust learning (120) impression inference (1) latent variable model (564) graphical model (864)

Papers

On Corruption-Robustness in Performative Reinforcement Learning AAAI 2025
Contamination-source based K-sample clustering JMLR 2024
Tractable and Near-Optimal Adversarial Algorithms for Robust Estimation in Contaminated Gaussian Models JMLR 2023
Robust Testing and Estimation under Manipulation Attacks ICML 2021
Adversarially Robust Change Point Detection NIPS 2021
Robust Density Estimation under Besov IPM Losses NIPS 2020
On Learning Ising Models under Huber's Contamination Model NIPS 2020
On Minimax Optimality of GANs for Robust Mean Estimation AISTATS 2020
An Unsupervised Decontamination Procedure For Improving The Reliability Of Human Judgments NIPS 2011