Tudor Cebere presented his work “Tighter Privacy Auditing of DP-SGD in the Hidden State Threat Model” with a poster at 2025 ICLR conference in Singapore on 26 April 2025 and with a talk at Reza Shokri‘s internal seminar on 23 April.
Christian Lebeda, post-doc at PREMEDICAL, presented his paper “Better Gaussian Mechanism using Correlated Noise” at BARC (Basic Algorithms Research Copenhagen) on April 16 2024. Abstract:Privately answering aggregate queries is a common task in differentially private data analysis. The Gaussian Mechanism is the standard technique for this problem, protecting privacy by…
Aurélien Bellet contributed the chapter “L’IA est-elle respectueuse de la vie privée ?” to the book “Tout comprendre (ou presque) sur l’intelligence artificielle”, Olivier Cappé, Claire MARC, CNRS Editions.
Part of the team is taking part in the 2025 Eurocim causal inference conference in Ghent. Mathieu Even presents his work on the win ratio for causal effects on multiple and hierarchical outcomes. Rémi Khellaf presents a poster on federated causal learning and Laura Fuentes Vicente on constrained policy learning.
On February 17 2025 , Julie Josse has presented the PreMeDICal team’s activities to the town hall at the launch of the IA Montpellier Méditerranée initiative.
Julie Josse has presented some of PreMeDiCaL team’s activities at AI, Science, and Society Conference at Institut Polytechnique de Paris in the ‘AI for Health’ track on 7 February 2025. Check out the slides from her talk, “Personalized Care Through Causal Learning: From Data to Decisions“.
Mathieu Even who has started a postdoc with PREMEDICAL in 2024 won the accessit for the Gilles Khan prize for his Phd works Towards Decentralization, Asynchrony, Privacy and Personalization in Federated Learning.
The Premedical team is participating in the excellent ICSDS conference in Nice! Julie Josse is organizing a session on “Federated Learning Meets Meta-Analyses”. Ahmed Boudhigri is presenting his work on Risk Ratio estimation. Aurélien Bellet is presenting a work on causal federated learning with Rémi Khellaf. Mathieu Even is presenting…
The 2024 team retreat took place on 28 and 29 November. The team worked in groups on different topics related to Determination of molecular allergen profilesand links with respiratory and food allergies Find out more with the presentation slides :
Julie Josse received a prize from the French academy of science as “Young researcher”. Pictures: © Académie des sciences – Mathieu Baumer Discover the Academy of science in video : EN / FR Watch the Inria-Academy of science prizes ceremony :
