Sina Sajadmanesh, Ali Shahin Shamsabadi, Aurélien Bellet, Daniel Gatica-Perez. GAP: Differentially Private Graph Neural Networks with Aggregation Perturbation. 32nd USENIX Security Symposium, 2023, Anaheim, United States. ⟨hal-03905068⟩

Batiste Le Bars, Aurélien Bellet, Marc Tommasi, Erick Lavoie, Anne-Marie Kermarrec. Refined Convergence and Topology Learning for Decentralized SGD with Heterogeneous Data. 2022. ⟨hal-03905091⟩

Ludovick Gagnon, Amaury Hayat, Shengquan Xiang, Christophe Zhang. FREDHOLM BACKSTEPPING FOR CRITICAL OPERATORS AND APPLICATION TO RAPID STABILIZATION FOR THE LINEARIZED WATER WAVES. 2022. ⟨hal-03892656⟩

Yu-Guan Hsieh, Kimon Antonakopoulos, Volkan Cevher, Panayotis Mertikopoulos. No-Regret Learning in Games with Noisy Feedback: Faster Rates and Adaptivity via Learning Rate Separation. NeurIPS 2022 - 36th International Conference on Neural Information Processing Systems, Nov 2022, New Orleans, United States. ⟨hal-03694134⟩

Adele Myers, Saiteja Utpala, Shubham Talbar, Sophia Sanborn, Christian Shewmake, et al.. ICLR 2022 Challenge for Computational Geometry & Topology: Design and Results. Proceedings of Machine Learning Research, 2022, Topological, Algebraic and Geometric Learning Workshops 2022, 196, pp.269-276. ⟨10.5281/zenodo.6554616⟩. ⟨hal-03903044⟩

Georgios Damaskinos, Rachid Guerraoui, Anne-Marie Kermarrec, Vlad Nitu, Rhicheek Patra, et al.. FLeet: Online Federated Learning via Staleness Awareness and Performance Prediction. ACM Transactions on Intelligent Systems and Technology, 2022, 13 (5), pp.1-30. ⟨10.1145/3527621⟩. ⟨hal-03906055⟩

Karl Hajjar, Lenaic Chizat. On the symmetries in the dynamics of wide two-layer neural networks. 2022. ⟨hal-03829400v2⟩