Jean-Bernard Lasserre

A brief description of some past and present research activities in Machine Learning, applied mathematics, control and non-linear PDEs, probability,  Markov control processes, approximation theory & convex optimization, production planning & scheduling. We also describe the ``Moment-SOS hierarchy" a novel methodology used in many of the above areas.

Moments & Positive Polynomials

Machine Learning

Applied Mathematics

Optimal Control & Non Linear PDEs

Approximation Theory & Convex Optimization

Probability

Markov Control Processes

Production Planning & Scheduling