Kermarrec, Anne-Marie

7 publications

ICLR 2026 Navigating the Accuracy-Size Trade-Off with Flexible Model Merging Akash Dhasade, Divyansh Jhunjhunwala, Milos Vujasinovic, Gauri Joshi, Anne-Marie Kermarrec

ICLR 2026 Robust Federated Inference Akash Dhasade, Sadegh Farhadkhani, Rachid Guerraoui, Nirupam Gupta, Maxime Jacovella, Anne-Marie Kermarrec, Rafael Pinot

ICML 2025 Robust ML Auditing Using Prior Knowledge Jade Garcia Bourrée, Augustin Godinot, Sayan Biswas, Anne-Marie Kermarrec, Erwan Le Merrer, Gilles Tredan, Martijn De Vos, Milos Vujasinovic

NeurIPS 2024 Revisiting Ensembling in One-Shot Federated Learning Youssef Allouah, Akash Dhasade, Rachid Guerraoui, Nirupam Gupta, Anne-Marie Kermarrec, Rafael Pinot, Rafael Pires, Rishi Sharma

NeurIPS 2023 Epidemic Learning: Boosting Decentralized Learning with Randomized Communication Martijn De Vos, Sadegh Farhadkhani, Rachid Guerraoui, Anne-marie Kermarrec, Rafael Pires, Rishi Sharma

AISTATS 2023 Refined Convergence and Topology Learning for Decentralized SGD with Heterogeneous Data Batiste Le Bars, Aurélien Bellet, Marc Tommasi, Erick Lavoie, Anne-Marie Kermarrec

NeurIPSW 2022 Refined Convergence and Topology Learning for Decentralized Optimization with Heterogeneous Data Batiste Le bars, Aurélien Bellet, Marc Tommasi, Erick Lavoie, Anne-marie Kermarrec