ELLIS Unit Côte d’Azur approved
The ELLIS Unit Côte d’Azur has been accepted into the ELLIS network. I will serve as unit coordinator, supporting unit director Pietro Michiardi.
Simone Rossi · EURECOM
News
ALICE released
We have released ALICE, a foundation model trained from scratch for mutual information estimation. The model estimates mutual information from samples of new distributions using in-context learning.
PAILOT industrial chair funded
ANR has selected our joint EURECOM–Amadeus industrial chair, PAILOT, for four years of funding.
Talk at MOMI Workshop
I will give the talk Uncertainty Quantification with Bayesian Deep Learning: Foundations, Challenges, and Lessons Learned at MOMI, a two-day workshop on Applied and Industrial Mathematics at Inria Cote d'Azur.
TTRAIL doctoral network accepted
Our Marie Skłodowska-Curie Actions Doctoral Network TTRAIL (Trustworthy Transferable Radiotherapy with AI) has been accepted (8% acceptance rate), and I will hire a PhD student on uncertainty quantification in the coming months.
Joining ELLIS
I have become a member of ELLIS, the European Laboratory for Learning and Intelligent Systems.
New paper: The Initialization Determines Whether In-Context Learning Is Gradient Descent
I have a new paper in the publications list.
EurIPS and Epistemic Intelligence in Machine Learning
I will be in Copenhagen for EurIPS, where I will present Scaling Laws for Uncertainty in Deep Learning at the Epistemic Intelligence in Machine Learning workshop.
New paper: Scaling Laws for Uncertainty in Deep Learning
I have a new paper in the publications list.
ICLR and AABI Workshop in Singapore
I will be in Singapore for ICLR and the AABI Workshop, where I will give a talk at AABI on confidence intervals.
New paper: Think2SQL: Reinforce LLM Reasoning Capabilities for Text2SQL
I have a new paper in the publications list.
New paper: From predictions to confidence intervals: an empirical study of conformal prediction methods for in-context learning
I have a new paper in the publications list.
Talk at SeineAI Workshop in Paris
I will be in Paris for the SeineAI Workshop, where I will give a talk on in-context learning and uncertainty quantification.
New paper: Optimizing Diffusion Models for Joint Trajectory Prediction and Controllable Generation
I have a new paper in the publications list.