54 citations · 180 across the 26 of their papers we have counts for
32 papers
Online Matching in Geometric Random Graphs
Flore Sentenac, Nathan Noiry, Matthieu Lerasle +2
We investigate online maximum cardinality matching, a central problem in ad allocation. In this problem, users are revealed sequentially, and each new user can be paired with any p…
Construction of a Surrogate Model: Multivariate Time Series Prediction with a Hybrid Model
Clara Carlier, Arnaud Franju, Matthieu Lerasle +1
Recent developments of advanced driver-assistance systems necessitate an increasing number of tests to validate new technologies. These tests cannot be carried out on track in a re…
Optimal Change-Point Detection and Localization
Nicolas Verzelen, Magalie Fromont, Matthieu Lerasle +1
Given a times series in , with a piece-wise contant mean and independent components, the twin problems of change-point detection and change-point localizati…
On the robustness of the minimum interpolator
Geoffrey Chinot, Matthieu Lerasle
We analyse the interpolator with minimal -norm in a general high dimensional linear regression framework where where is a ran…
Aggregated Hold-Out
Guillaume Maillard, Sylvain Arlot, Matthieu Lerasle
Aggregated hold-out (Agghoo) is a method which averages learning rules selected by hold-out (that is, cross-validation with a single split). We provide the first theoretical guaran…
Lecture Notes: Selected topics on robust statistical learning theory
Matthieu Lerasle
These notes gather recent results on robust statistical learning theory. The goal is to stress the main principles underlying the construction and theoretical analysis of these est…