REDEEM at PEPR IA Days (March 18-20, 2025)

We are pleased to announce our participation at the upcoming PEPR IA Days (March 18-20, 2025).

We’ll proudly showcase some exciting first results from REDEEM! Check out the full program here: PEPR IA Days Program.

Our team will feature:

🔹 Rebecca Clain (CEA LIST) – Decentralized domain adaptation through optimal transport
🔹 Constantin Philippenko (INRIA Paris) – In-depth Analysis of Low-rank Matrix Factorisation in a Federated Setting (AAAI 2025)
🔹 Aymeric Dieuleveut (École Polytechnique) – Unified Breakdown Analysis for Byzantine Robust Gossip

Additionally, we’ll present the following posters:

Pierre Jobic (CEA LIST) – Leakage in Regression Federated Learning using Cryptographic Tools
Julien Nicolas (CNRS LIRIS) – Differentially private and decentralized randomized power method
Ousmane Touat (CNRS LIRIS) – Scrutinizing the Vulnerability of Decentralized Learning to Membership Inference Attacks
Renaud Gaucher (École Polytechnique) – Byzantine robust gossip algorithms

We look forward to welcoming you and discussing our research!

#FederatedAI #PEPRIA #REDEEMProject #DistributedAI #Privacy #MLOps #Cybersecurity