This autumn school is dedicated to recent advances in probabilistic machine learning. The program will feature several courses and keynote presentations covering a broad range of topics, including:

• Generative modeling
• Optimization
• Differential privacy
• Federated learning
• Conformal prediction
• Evasion attacks in AI

In addition, there will be dedicated sessions for contributed talks and poster presentations, with a particular emphasis on the work of Ph.D. candidates and postdoctoral researchers. 

Where?

The school will take place at Centre Paul Langevin (https://www.caes.cnrs.fr/sejours/centre-paul-langevin/) in Aussois, a beautiful village in the French Alps (between Lyon and the Italian city of Torino). See the Coming to Aussois page for more details on how to attend.

Who can attend?

The event is open to all, and we especially encourage students from diverse backgrounds, ranging from computational statistics to applied probability, to participate.

Can I present my work?

If you would like to present your work, please submit an abstract for a contributed talk or a poster (see the Submission instructions). All contributions related to the topics listed above are welcome, though submissions on other relevant themes will also be considered.

Courses

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

Invited Speakers

• Aurélien Bellet (INRIA - Montpellier)
• Laetitia Chapel (Institut-Agro-Rennes-Anger)
• Thomas Moreau (INRIA)
• Mathilde Mougeot (ENS Paris-Saclay, ensiEE)
• Gabriel Victorino Cardoso (Mines Paris PSL)

The registration fee includes:

• Access to all lectures and conference sessions
• Accommodation for 5 nights
• Breakfast, lunch, and dinner throughout the week (from Sunday Diner to Friday Lunch)

Registration will be confirmed upon receipt of the participation fee.

Scholarships are available upon request. Please refer to the dedicated page on this website for details.

Scholarships

• Deadline for application: 5th of May
• Answer to applicants: 19th of May

Submissions

• Opening: 6th of February
• Deadline:28th of April 12th of May.
• Response for acceptation: upon 20th of May.

Registrations

• Early bird: from the 6th of february to 26th of May
• Late: from 27th of May to 31st of July

Cancellation conditions

In the event of outright cancellation of your registration for the conference, a refund of the registration fee will be possible on written request by e-mail to [email protected] before May 26, 2025, with a deduction of €100. After this date, no refund will be possible.