Rachid Guerraoui - Publications 2024

Revisiting Ensembling in One-Shot Federated Learning

Y. Allouah; A. B. Dhasade; R. Guerraoui; N. Gupta; A.-M. Kermarrec et al.

2024. 38th Annual Conference on Neural Information Processing Systems, Vancouver Convention Center, 2024-12-10 - 2024-12-15.

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PeerSwap: A Peer-Sampler with Randomness Guarantees

R. Guerraoui; A.-M. Kermarrec; A. Kucherenko; R. Pinot; M. de Vos

2024. The 43rd International Symposium on Reliable Distributed Systems, Charlotte, USA, 2024-09-30 - 2024-10-03.

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DSig: Breaking the Barrier of Signatures in Data Centers

M. Aguilera; C. L. A. Burgelin; R. Guerraoui; A. Murat; A. Xygkis et al.

2024. OSDI '24 - 18th USENIX Symposium on Operating Systems Design and Implementation, Santa Clara, California, USA, 2024-07-10 - 2024-07-12.

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Chop Chop: Byzantine Atomic Broadcast to the Network Limit

M. Camaioni; R. Guerraoui; M. Monti; P.-L. Roman; M. J. Ribeiro Vidigueira et al.

2024. 18th USENIX Symposium on Operating Systems Design and Implementation (OSDI'24), Santa Clara, CA, 2024-07-10 - 2024-07-12.

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Brief Announcement: A Case for Byzantine Machine Learning

S. Farhadkhani; R. Guerraoui; N. Gupta; R. Pinot

2024. 43rd ACM Symposium on Principles of Distributed Computing, Nantes, France, 2024-06-17 - 2024-06-21. DOI : 10.1145/3662158.3662802.

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All Byzantine Agreement Problems Are Expensive

P. P. Civit; S. Gilbert; R. Guerraoui; J. Komatovic; A. Paramonov et al.

2024. 43rd ACM Symposium on Principles of Distributed Computing, Nantes, France, 2024-06-17 - 2024-06-21. p. 157 - 169. DOI : 10.1145/3662158.3662780.

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DARE to Agree: Byzantine Agreement With Optimal Resilience and Adaptive Communication

P. P. Civit; M. A. Dzulfikar; S. Gilbert; R. Guerraoui; J. Komatovic et al.

2024. 43rd ACM Symposium on Principles of Distributed Computing, Nantes, France, 2024-06-17 - 2024-06-21. p. 145 - 156. DOI : 10.1145/3662158.3662792.

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The Privacy Power of Correlated Noise in Decentralized Learning

Y. Allouah; A. Koloskova; A. El Firdoussi; M. Jaggi; R. Guerraoui

2024. 41st International Conference on Machine Learning (ICML 2024), Vienna, Austria, July 21-27, 2024. DOI : 10.48550/arXiv.2405.01031.

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Robust Sparse Voting

Y. Allouah; R. Guerraoui; L. N. Hoang; O. Villemaud

2024. International Conference on Artificial Intelligence and Statistics (AISTATS), Valencia, Spain, 2024.

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Robust Machine Learning - Distributed Methods for Safe AI

R. Guerraoui; N. Gupta; R. Pinot

Singapore: Springer.

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