Rafael Pinot
Rafael Pinot
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On the Inherent Anonymity of Gossiping
On the Privacy-Robustness-Utility Trilemma in Distributed Learning
Robust Collaborative Learning with Linear Gradient Overhead
Fixing by Mixing: A Recipe for Optimal Byzantine ML under Heterogeneity
Towards Consistency in Adversarial Classification
On the robustness of randomized classifiers to adversarial examples
Byzantine Machine Learning Made Easy by Resilent Averaging of Momentums
The Universal Gossip Fighter
Differential Privacy and Byzantine Resilience in SGD: Do They Add Up?
Mixed Nash Equilibria in the Adversarial Examples Game
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