Concepedia

Arnak S. Dalalyan

AS

Statistics

Publications

25

Citations

1.2K

H-Index

15

Active since

2006

Affiliations

Centre de Recherche en Économie et Statistique(Current)

Laboratoire d'Informatique Gaspard-Monge

Université Gustave Eiffel

Laboratoire de Probabilités et Modèles Aléatoires

Arnak S. Dalalyan is an author at Centre de Recherche en Économie et Statistique specializing in engineering, statistics, and statistical inference.

Top concepts

StatisticsEngineeringStatistical InferenceFunctional Data AnalysisData ScienceProbabilityPublic HealthMachine LearningApproximation TheoryEntropy

Publications per year

2006–2020

25

Publications

25

Theoretical Guarantees for Approximate Sampling from Smooth and Log-Concave Densities

Arnak S. Dalalyan · Journal of the Royal Statistical Society Series B (Statistical Methodology) · 2016 · 316 citations · Full text

Target Distribution, Density Estimation, Engineering +13

On the prediction performance of the Lasso

Arnak S. Dalalyan, Mohamed Hebiri, Johannes Lederer · Bernoulli · 2016 · 150 citations · Full text

Sparse Representation, Engineering, Machine Learning +13

Sparse regression learning by aggregation and Langevin Monte-Carlo

Arnak S. Dalalyan, A. B. Tsybakov · Journal of Computer and System Sciences · 2012 · 101 citations · Full text

Sparse Representation, High-dimensional Method, Statistical Inference +3

Image denoising with patch based PCA: local versus global

Charles‐Alban Deledalle, Joseph Salmon, Arnak S. Dalalyan · 2011 · 99 citations · Full text

On sampling from a log-concave density using kinetic Langevin diffusions

Arnak S. Dalalyan, Lionel Riou-Durand · Bernoulli · 2020 · 66 citations · Full text

Engineering, Physics, Entropy +14

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