80 citations · 122 across the 11 of their papers we have counts for
3 papers · 1 filter
A Geometrical Approach to Iterative Isotone Regression
Arnaud Guyader, Nicolas Jégou, Alexander B. Németh +1
In the present paper, we propose and analyze a novel method for estimating a univariate regression function of bounded variation. The underpinning idea is to combine two classical…
New Insights Into Approximate Bayesian Computation
Gérard Biau, Frédéric Cérou, Arnaud Guyader
Approximate Bayesian Computation (ABC for short) is a family of computational techniques which offer an almost automated solution in situations where evaluation of the posterior li…
On the length of one-dimensional reactive paths
Frédéric Cérou, Arnaud Guyader, Tony Lelièvre +1
Motivated by some numerical observations on molecular dynamics simulations, we analyze metastable trajectories in a very simplecsetting, namely paths generated by a one-dimensional…