Arnak S. Dalalyan

7 catalog papers. Identity-linked publications and additional name matches are distinguished below.

ORCID: 0000-0003-0054-3227

Publications

• All-in-one robust estimator of the Gaussian mean — The Annals of Statistics 2022
• Bounding the Error of Discretized Langevin Algorithms for Non-Strongly Log-Concave Targets — Journal of Machine Learning Research 2022 (name-matched, not ORCID-linked)
• On the exponentially weighted aggregate with the Laplace prior — The Annals of Statistics 2018
• Theoretical guarantees for approximate sampling from smooth and log-concave densities — Journal of the Royal Statistical Society: Series B (Statistical Methodology) 2017
• Minimax Rates in Permutation Estimation for Feature Matching — Journal of Machine Learning Research 2016 (name-matched, not ORCID-linked)
• A New Algorithm for Estimating the Effective Dimension-Reduction Subspace — Journal of Machine Learning Research 2008 (name-matched, not ORCID-linked)
• Sharp adaptive estimation of the drift function for ergodic diffusions — The Annals of Statistics 2005 (name-matched, not ORCID-linked)