18 citations · 41 across the 10 of their papers we have counts for
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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…
math.ST2016
On the prediction loss of the lasso in the partially labeled setting
Pierre C. Bellec, Arnak S. Dalalyan, Edwin Grappin +1
In this paper we revisit the risk bounds of the lasso estimator in the context of transductive and semi-supervised learning. In other terms, the setting under consideration is that…
math.ST2016
Finite sample properties of the mean occupancy counts and probabilities
Geoffrey Decrouez, Michael Grabchak, Quentin Paris
For a probability distribution on an at most countable alphabet , this article gives finite sample bounds for the expected occupancy counts and…