This automn school is dedicated to recent advances in probabilistic Machine Learning. The school will offer several courses and keynote presentations, covering various topics in machine learning: generative modelling, optimization, differential privacy, federated learning, conformal prediction and evasion attacks in AI.

In addition, slots for contributed presentations and posters, in particular for Ph.D. and postdoctoral students, will be proposed all along the week.

This week, taking place at Aussois in the French Alps (between Lyon and the Italian city of Torino), is open to everyone, and we encourage students with diverse backgrounds from computational statistics to applied probability to participate.

If you are willing to present your work, please submit an abstract for a contributed talk or a poster (see the dates below)!

We will consider all contributions covering in particular but not exclusively the topics listed above.

Registration fee includes:

• Registration to the conference
• Accomodation for 5 nights
• All breakfeast and meals during the week

Registration will be validated after payment of the participation fee. Scholarships are available upon request, check the dedicated page on this website for instructions.

Courses

• Aymeric Dieuleveut (Ecole Polytechnique)
• Marylou Gabrié (ENS PSL)
• Raphaël Pinot (Sorbonne université)
• Adrien Taylor (INRIA, ENS)

Invited Speakers

• Gabriel Victorino Cardoso (Mines Paris PSL)
• Solenne Gaucher (ENSAE)
• Thomas Moreau (INRIA)
• Mathilde Mougeot (ENS Paris-Saclay, ensiEE)

The provisional program will be given on this website by March 2025.

Submissions: From the 28th of February to the 28th of April. Notification for accepted talk or poster by the 19th of May.

Registrations:

1. Early bird: from the 6th of April to 26th of May
2. Late: from 27th of May to 31st of July

Payment: the platform will be online soon. In the meantime you can still submit an abstract and register, we will contact you individually when payment in available. Prices will not change.

Scholarships: scholarships are available upon requests, see the Scholarships page.

Localisation: The school is held at the centre Paul Langevin: 
https://www.caes.cnrs.fr/seminaires-et-groupes/

See the "Coming to Aussois" page for further travel information.