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Parallelized Midpoint Randomization for Langevin Monte Carlo
Lu Yu
,
Arnak Dalalyan
Article dans une revue
hal-04703395v1
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Nearly minimax robust estimator of the mean vector by iterative spectral dimension reduction
Amir-Hossein Bateni
,
Arshak Minasyan
,
Arnak Dalalyan
Article dans une revue
hal-05414698v1
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Optimal detection of the feature matching map in presence of noise and outliers
Tigran Galstyan
,
Arshak Minasyan
,
Arnak Dalalyan
Article dans une revue
hal-04493886v1
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All-in-one robust estimator of the Gaussian mean
Arnak Dalalyan
,
Arshak Minasyan
Article dans une revue
hal-04493889v1
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Exponential weights in multivariate regression and a low-rankness favoring prior
Arnak Dalalyan
Annales de l'Institut Henri Poincaré (B) Probabilités et Statistiques, 2020, 56 (2), ⟨10.1214/19-AIHP1010⟩
Article dans une revue
hal-04493899v1
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On sampling from a log-concave density using kinetic Langevin diffusions
Arnak Dalalyan
,
Lionel Riou-Durand
Article dans une revue
hal-04493895v1
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Confidence regions and minimax rates in outlier-robust estimation on the probability simplex
Amir-Hossein Bateni
,
Arnak Dalalyan
Article dans une revue
hal-04493894v1
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Multidimensional linear functional estimation in sparse Gaussian models and robust estimation of the mean
Olivier Collier
,
Arnak S Dalalyan
Article dans une revue
hal-01694889v2
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Multidimensional linear functional estimation in sparse Gaussian models and robust estimation of the mean
Olivier Collier
,
Arnak Dalalyan
Article dans une revue
hal-04493908v1
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User-friendly guarantees for the Langevin Monte Carlo with inaccurate gradient
Arnak Dalalyan
,
Avetik Karagulyan
Article dans une revue
hal-04493901v1
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Estimating linear functionals of a sparse family of Poisson means
Olivier Collier
,
Arnak Dalalyan
Article dans une revue
hal-04494733v1
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On the exponentially weighted aggregate with the Laplace prior
Arnak Dalalyan
,
Edwin Grappin
,
Quentin Paris
Article dans une revue
hal-04494732v1
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Optimal Kullback–Leibler aggregation in mixture density estimation by maximum likelihood
Arnak Dalalyan
,
Mehdi Sebbar
Article dans une revue
hal-04493910v1
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Estimating linear functionals of a sparse family of Poisson means
Olivier Collier
,
Arnak S Dalalyan
Statistical Inference for Stochastic Processes, 2018
Article dans une revue
hal-01656605v1
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On the prediction loss of the lasso in the partially labeled setting
Pierre Bellec
,
Arnak Dalalyan
,
Edwin Grappin
,
Quentin Paris
Article dans une revue
hal-04493913v1
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On the prediction performance of the Lasso
Arnak Dalalyan
,
Mohamed Hebiri
,
Johannes C. Lederer
Article dans une revue
halshs-02599138v1
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Theoretical Guarantees for Approximate Sampling from Smooth and Log-Concave Densities
Arnak Dalalyan
Article dans une revue
hal-04494740v1
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