Simone Rossi

Assistant Professor, EURECOM

Researcher, Stellantis

Joined

October 2018

Names

Simone Rossi (Preferred)

Emails

****@eurecom.fr (Confirmed)

****@stellantis.com (Confirmed)

****@gmail.com (Confirmed)

Personal Links

DBLP

ORCID

Career & Education History

Assistant Professor

EURECOM (eurecom.fr)

2024 – Present

Researcher

Stellantis (stellantis.com)

2022 – Present

Postdoc

EURECOM (eurecom.fr)

2022 – 2022

PhD student

EURECOM (eurecom.fr)

2018 – 2022

Advisors, Relations & Conflicts

PhD Advisor

Maurizio Filippone

2018 – Present

Expertise

Bayesian deep learning

Present

Gaussian process

Present

Bayesian inference

Present

Generative models

Present

Publications

Think2SQL: Blueprinting Reward Density and Advantage Scaling for Effective Text-to-SQL Reasoning
Simone Papicchio, Simone Rossi, Luca Cagliero, Paolo Papotti
- Accepted by TMLR
- Readers: Everyone
Scaling Laws for Uncertainty in Deep Learning
Mattia Rosso, Simone Rossi, Giulio Franzese, Markus Heinonen, Maurizio Filippone
- Submitted to ICLR 2026
- Readers: Everyone
The Initialization Determines Whether In-Context Learning Is Gradient Descent
Shifeng Xie, Rui Yuan, Simone Rossi, Thomas Hannagan
- Accepted by TMLR
- Readers: Everyone
From predictions to confidence intervals: an empirical study of conformal prediction methods for in-context learning
Zhe Huang, Simone Rossi, Rui Yuan, Thomas Hannagan
- AABI 2025 Proceedings Track
- Readers: Everyone
Optimizing Diffusion Models for Joint Trajectory Prediction and Controllable Generation
Yixiao Wang, Chen Tang, Lingfeng Sun, Simone Rossi, Yichen Xie, Chensheng Peng, Thomas Hannagan, Stefano Sabatini, Nicola Poerio, Masayoshi Tomizuka, Wei Zhan
- The 18th European Conference on Computer Vision ECCV 2024
- Readers: Everyone
Unbiased Policy Gradient with Random Horizon
Rui Yuan, Andrii Tretynko, Simone Rossi, Thomas Hannagan
- EWRL17
- Readers: Everyone
Understanding in-context learning in transformers
Simone Rossi, Rui Yuan, Thomas Hannagan
- BT@ICLR2024
- Readers: Everyone
Class Balanced Dynamic Acquisition for Domain Adaptive Semantic Segmentation using Active Learning
Marc Schachtsiek, Simone Rossi, Thomas Hannagan
- RealML-2023
- Readers: Everyone
On permutation symmetries in Bayesian neural network posteriors: a variational perspective
Simone Rossi, Ankit Singh, Thomas Hannagan
- NeurIPS 2023 poster
- Readers: Everyone
Continuous-Time Functional Diffusion Processes
Giulio Franzese, Giulio Corallo, Simone Rossi, Markus Heinonen, Maurizio Filippone, Pietro Michiardi
- NeurIPS 2023 poster
- Readers: Everyone

View all 33 publications

Co-Authors

View all 33 co-authors