no code implementations • 14 Sep 2020 • Jared Miller, Didier Henrion, Mario Sznaier
Peak Estimation aims to find the maximum value of a state function achieved by a dynamical system.
Systems and Control Systems and Control Algebraic Geometry Dynamical Systems 37M99
no code implementations • 8 Sep 2020 • Yohann de Castro, Fabrice Gamboa, Didier Henrion, Jean Lasserre
The purpose of this short note is to show that the Christoffel-Darboux polynomial, useful in approximation theory and data science, arises naturally when deriving the dual to the problem of semi-algebraic D-optimal experimental design in statistics.
Optimization and Control Statistics Theory Statistics Theory
1 code implementation • 9 Jun 2017 • Yohann De Castro, Fabrice Gamboa, Didier Henrion, Roxana Hess, Jean-Bernard Lasserre
We introduce a new approach aiming at computing approximate optimal designs for multivariate polynomial regressions on compact (semi-algebraic) design spaces.
Statistics Theory Information Theory Information Theory Numerical Analysis Computation Methodology Statistics Theory 62K05, 90C25 (Primary) 41A10, 49M29, 90C90, 15A15 (secondary)
no code implementations • 13 Feb 2014 • Jan Heller, Didier Henrion, Tomas Pajdla
We show that the method of convex linear matrix inequality (LMI) relaxations can be used to effectively solve these problems and to obtain globally optimal solutions.
1 code implementation • 31 Aug 2012 • Didier Henrion, Jean-Bernard Bernard Lasserre, Martin Mevissen
We consider the problem of approximating the unknown density $u\in L^2(\Omega,\lambda)$ of a measure $\mu$ on $\Omega\subset\R^n$, absolutely continuous with respect to some given reference measure $\lambda$, from the only knowledge of finitely many moments of $\mu$.
Optimization and Control
1 code implementation • 17 Oct 2008 • Didier Henrion
In october 2008, CNRS adopts a new logo with a round shape.
History and Overview
