output
20062022
most citedLidar for Autonomous Driving: The principles, challenges, and trends for automotive lidar and perception systems

692 citations

researchers with a paper here

Counting papers with at most 25 authors, so collaboration author lists do not stand in for the people here.

collaborating institutions
Showing math.STShow all

3 papers · 1 filter

math.ST2020★ 12 cited

Learning the smoothness of noisy curves with application to online curve estimation

Steven Golovkine, Nicolas Klutchnikoff, Valentin Patilea

Combining information both within and across trajectories, we propose a simple estimator for the local regularity of the trajectories of a stochastic process. Independent trajector…

math.ST2008★ 24 cited

Revisiting Révész's stochastic approximation method for the estimation of a regression function

Abdelkader Mokkadem, Mariane Pelletier, Yousri Slaoui

In a pioneer work, Révész (1973) introduces the stochastic approximation method to build up a recursive kernel estimator of the regression function . However, ac…

math.ST2008

Weak convergence of the regularization path in penalized M-estimation

Jean-François Germain, François Roueff

We consider an estimator $\hbbeta_n(t)$ defined as the element $\bphi\in\bPhi$ minimizing a contrast process $\pencontrast(\bphi, t)$ for each t. We give some general results for d…