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06/24/2020
Penalized Langevin dynamics with vanishing penalty for smooth and log-concave targets
We study the problem of sampling from a probability distribution on ℝ^p ...
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04/12/2019
Outlier-robust estimation of a sparse linear model using ℓ_1-penalized Huber's M-estimator
We study the problem of estimating a p-dimensional s-sparse vector in a ...
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02/12/2019
Minimax rates in outlier-robust estimation of discrete models
We consider the problem of estimating the probability distribution of a ...
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06/25/2018
