8 citations · 11 across the 2 of their papers we have counts for
2 papers
math.ST2017★ 8 cited
Optimal Kullback-Leibler Aggregation in Mixture Density Estimation by Maximum Likelihood
Arnak S. Dalalyan, Mehdi Sebbar
We study the maximum likelihood estimator of density of independent observations, under the assumption that it is well approximated by a mixture with a large number of componen…
math.ST2016★ 3 cited
On the Exponentially Weighted Aggregate with the Laplace Prior
Arnak S. Dalalyan, Edwin Grappin, Quentin Paris
In this paper, we study the statistical behaviour of the Exponentially Weighted Aggregate (EWA) in the problem of high-dimensional regression with fixed design. Under the assumptio…