Maurizio Filippone

AdaPTS: Adapting Univariate Foundation Models to Probabilistic Multivariate Time Series Forecasting

arXiv 2025

From Data to Rewards: a Bilevel Optimization Perspective on Maximum Likelihood Estimation

arXiv 2025

Zero-shot Model-based Reinforcement Learning using Large Language Models

arXiv 2024

Continuous-Time Functional Diffusion Processes

continuous-time-functional-diffusion

One-Line-of-Code Data Mollification Improves Optimization of Likelihood-based Generative Models

one-line-of-code-data-mollification-improves

Model Selection for Bayesian Autoencoders

NeurIPS 2021 12

Abdelhakim Benechehab

Albert Thomas

Balázs Kégl

Giuseppe Paolo

Pietro Michiardi

Ba-Hien Tran

Giulio Franzese

Simone Rossi

Youssef Attia El Hili

Ambroise Odonnat