Rafael Pinot
Publication record assembled from the DBLP archive of ranked conferences.
Papers indexed
12
Venues
6
Active years
2018–2025
Best venue rank
A*
Where they publish
Papers
12 indexed papers, newest first.
| Year | Venue | Title | Authors |
|---|---|---|---|
| 2025 | AISTATS | Unveiling the Role of Randomization in Multiclass Adversarial Classification: Insights from Graph Theory. | Lucas Gnecco Heredia, Matteo Sammut, Muni Sreenivas Pydi, Rafael Pinot, Benjamin Ngrevergne, Yann Chevaleyre |
| 2024 | ICML | Byzantine-Robust Federated Learning: Impact of Client Subsampling and Local Updates. | Youssef Allouah, Sadegh Farhadkhani, Rachid Guerraoui, Nirupam Gupta, Rafael Pinot, Geovani Rizk, Sasha Voitovych |
| 2024 | Middleware | Towards Practical Homomorphic Aggregation in Byzantine-Resilient Distributed Learning. | Antoine Choffrut, Rachid Guerraoui, Rafael Pinot, Renaud Sirdey, John Stephan, Martin Zuber |
| 2024 | PODC | Brief Announcement: A Case for Byzantine Machine Learning. | Sadegh Farhadkhani, Rachid Guerraoui, Nirupam Gupta, Rafael Pinot |
| 2024 | SRDS | Peerswap: A Peer-Sampler with Randomness Guarantees. | Rachid Guerraoui, Anne-Marie Kermarrec, Anastasiia Kucherenko, Rafael Pinot, Martijn de Vos |
| 2023 | AISTATS | Fixing by Mixing: A Recipe for Optimal Byzantine ML under Heterogeneity. | Youssef Allouah, Sadegh Farhadkhani, Rachid Guerraoui, Nirupam Gupta, Rafael Pinot, John Stephan |
| 2023 | ICML | On the Privacy-Robustness-Utility Trilemma in Distributed Learning. | Youssef Allouah, Rachid Guerraoui, Nirupam Gupta, Rafael Pinot, John Stephan |
| 2023 | ICML | Robust Collaborative Learning with Linear Gradient Overhead. | Sadegh Farhadkhani, Rachid Guerraoui, Nirupam Gupta, L-Nguyn Hoang, Rafael Pinot, John Stephan |
| 2022 | ICML | Byzantine Machine Learning Made Easy By Resilient Averaging of Momentums. | Sadegh Farhadkhani, Rachid Guerraoui, Nirupam Gupta, Rafael Pinot, John Stephan |
| 2021 | ICML | Mixed Nash Equilibria in the Adversarial Examples Game. | Laurent Meunier, Meyer Scetbon, Rafael Pinot, Jamal Atif, Yann Chevaleyre |
| 2020 | ICML | Randomization matters How to defend against strong adversarial attacks. | Rafael Pinot, Raphael Ettedgui, Geovani Rizk, Yann Chevaleyre, Jamal Atif |
| 2018 | UAI | Graph-based Clustering under Differential Privacy. | Rafael Pinot, Anne Morvan, Florian Yger, Cdric Gouy-Pailler, Jamal Atif |