The fifty-first UQSay seminar on UQ, DACE and related topics will take place online on Thursday afternoon, November 17, 2022. 2–3 PM — Cécile Mercadier (Institut Camille Jordan) — [slides] Hoeffding–Sobol and Möbius decompositions for (tail-)dependence analysis Methods to analyse dependence and tail dependence are well established. Using for instance the copula function or the […]
13h40–14h00 — Amphi Gaston Planté, B2.33 (L2S) An approach for safe learning-based Model Predictive Control Anas Makdesi (L2S) Abstract. In this talk, I will introduce a novel approach to safe learning-based Model Predictive Control (MPC) for nonlinear systems. The approach relies on computing from data sampled from a given system, two models. The first one […]
Thursday 27th October at 14:00, in Salle du Conseil (4th floor), Bât. Breguet. Salle du Conseil (4th floor), Bât. Breguet, CentraleSupélec3 rue Joliot Curie91190 Gif-sur-Yvette, France Speaker: Laurent Pfeiffer, INRIA researcher at L2S, Paris-Saclay University Title: Aggregative optimization problems: relaxation and numerical resolution Abstract: We will consider a class of non-convex optimization problems involving a large […]
Speaker — Ami Wiesel (Hebrew University of Jerusalem) Abstract — In this talk, we will discuss the use of deep learning in statistical signal processing. We will address settings in which the classical solutions are intractable and will propose modern approaches based on neural networks. We will begin with parameter estimation and focus on learning […]
The fiftieth UQSay seminar on UQ, DACE and related topics will take place online on Thursday afternoon, October 13, 2022. 2–3 PM — Gilles Stoltz (LMO, Université Paris-Saclay – CNRS) — [slides] Multi-armed bandit problems: a statistical view, focused on lower bounds Multi-armed bandit problems correspond to facing K unknown probability distributions, having to sequentially […]
