Rachid Guerraoui - Publications 2021

Collaborative Learning in the Jungle (Decentralized, Byzantine, Heterogeneous, Asynchronous and Nonconvex Learning)

E. M. El MhamdiS. FarhadkhaniR. GuerraouiA. H. A. GuirguisL. N. Hoang  et al.

2021-12-06. 35th Conference on Neural Information Processing Systems (NeurIPS 2021), Virtual, December 6-14, 2021.

Probabilistic and temporal failure detectors for solving distributed problems

R. GuerraouiD. KozhayaY.-A. Pignolet

Journal Of Parallel And Distributed Computing. 2021-12-01. DOI : 10.1016/j.jpdc.2021.07.017.

The consensus number of a cryptocurrency (extended version)

R. GuerraouiP. KuznetsovM. MontiM. PavlovicD.-A. Seredinschi

Distributed Computing. 2021-10-23. DOI : 10.1007/s00446-021-00399-2.

GARFIELD: System Support for Byzantine Machine Learning (Regular Paper)

R. GuerraouiA. GuirguisJ. PlassmannA. RagotS. Rouault

2021-06-21. 2021 51st Annual IEEE/IFIP International Conference on Dependable Systems and Networks (DSN), Taipei, Taiwan, June 21-24, 2021. p. 39-51. DOI : 10.1109/DSN48987.2021.00021.

Diablo: A Distributed Analytical Blockchain Benchmark Framework Focusing on Real-World Workloads

H. BenoitV. GramoliR. GuerraouiC. Natoli


Differential Privacy and Byzantine Resilience in SGD: Do They Add Up?

R. GuerraouiN. GuptaR. PinotS. RouaultJ. Stephan

2021-01-01. 40th ACM SIGACT-SIGOPS Symposium on Principles of Distributed Computing (PODC), ELECTR NETWORK, Jul 26-30, 2021. p. 391-401. DOI : 10.1145/3465084.3467919.

Leaderless Consensus

K. AntoniadisA. DesjardinsV. GramoliR. GuerraouiI. Zablotchi

2021-01-01. 41st IEEE International Conference on Distributed Computing Systems (ICDCS), ELECTR NETWORK, Jul 07-10, 2021. p. 392-402. DOI : 10.1109/ICDCS51616.2021.00045.

Distributed Momentum for Byzantine-resilient Stochastic Gradient Descent

E. M. El MhamdiR. GuerraouiS. L. A. Rouault

2021. 9th International Conference on Learning Representations (ICLR), virtual conference, May 4-8, 2021.

Differentially Private Stochastic Coordinate Descent

G. DamaskinosC. Mendler-DünnerR. GuerraouiN. PapandreouT. Parnell

2021. 35th AAAI Conference on Artificial Intelligence / 33rd Conference on Innovative Applications of Artificial Intelligence / 11th Symposium on Educational Advances in Artificial Intelligence, Virtual Conference, February 2–9, 2021. p. 7176-7184.

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