Rachid Guerraoui - Publications 2023

Epidemic Learning: Boosting Decentralized Learning with Randomized Communication

M. A. de Vos; S. Farhadkhani; R. Guerraoui; A.-M. Kermarrec; R. Pereira Pires  et al.

2023. 37th Conference on Neural Information Processing Systems (NeurIPS 2023), New Orleans, Louisiana, USA, December 10-16, 2023.

Detailed record

Byzantine consensus is Θ(n^2): the Dolev-Reischuk bound is tight even in partial synchrony!

P. Civit; M. A. Dzulfikar; S. Gilbert; V. Gramoli; R. Guerraoui  et al.

Distributed Computing. 2023. DOI : 10.1007/s00446-023-00458-w.

Detailed record

View at publisher

Robust Distributed Learning: Tight Error Bounds and Breakdown Point under Data Heterogeneity

Y. Allouah; R. Guerraoui; N. Gupta; R. Pinot; G. Rizk

2023. Thirty-seventh Conference on Neural Information Processing Systems, New Orleans, LA, USA, December 10-16, 2023.

Detailed record

Efficacy of temporal and spatial abstraction for training accurate machine learning models: A case study in smart thermostats

K. Boubouh; R. Basmadjian; O. Ardakanian; A. Maurer; R. Guerraoui

Energy And Buildings. 2023. DOI : 10.1016/j.enbuild.2023.113377.

Detailed record

View at publisher

PePTM: An Efficient and Accurate Personalized P2P Learning Algorithm for Home Thermal Modeling

K. Boubouh; R. Basmadjian; O. Ardakanian; A. Maurer; R. Guerraoui

Energies. 2023. DOI : 10.3390/en16186594.

Detailed record

View at publisher

Byzantine Machine Learning: A Primer

R. Guerraoui; N. Gupta; R. Pinot

Acm Computing Surveys. 2023. DOI : 10.1145/3616537.

Detailed record

View at publisher

Robust Collaborative Learning with Linear Gradient Overhead

S. Farhadkhani; R. Guerraoui; N. Gupta; L. N. Hoang; R. Pinot  et al.

2023. International Conference on Machine Learning, Honolulu, Hawaii, USA, July 23-29, 2023. p. 9761 - 9813.

Detailed record

Leaderless consensus

K. Antoniadis; J. Benhaim; A. Desjardins; P. Elias; V. Gramoli  et al.

Journal Of Parallel And Distributed Computing. 2023. DOI : 10.1016/j.jpdc.2023.01.009.

Detailed record

View at publisher

uKharon: A Membership Service for Microsecond Applications

R. Guerraoui; A. Murat; J. Picorel; A. Xygkis; H. Yan  et al.

2023. 2022 USENIX Annual Technical Conference (USENIX ATC '22), Carlsbad, CA, USA, July 11–13, 2022.

Detailed record

On the Strategyproofness of the Geometric Median

E. M. El Mhamdi; S. Farhadkhani; R. Guerraoui; L. N. Hoang

2023. 26th International Conference on Artificial Intelligence and Statistics (AISTATS), Valencia, Spain, April 25-27, 2023.

Detailed record

On the Validity of Consensus

P. Civit; S. Gilbert; R. Guerraoui; J. Komatovic; M. J. Ribeiro Vidigueira

2023. 42nd ACM SIGACT-SIGOPS Symposium on Principles of Distributed Computing (PODC), Orlando, FL, JUN 19-23, 2023. p. 332 - 343. DOI : 10.1145/3583668.3594567.

Detailed record

View at publisher

Byzantine-Resilient Learning Beyond Gradients: Distributing Evolutionary Search

A. Kucharavy; M. Monti; R. Guerraoui; L. Dolamic

2023. Genetic and Evolutionary Computation Conference (GECCO), Lisbon, PORTUGAL, JUL 15-19, 2023. p. 295 - 298. DOI : 10.1145/3583133.3590719.

Detailed record

View at publisher

On the Privacy-Robustness-Utility Trilemma in Distributed Learning

Y. Allouah; R. Guerraoui; N. Gupta; R. Pinot; J. Stephan

Proceedings of the 40th International Conference on Machine Learning - Hawaii. 2023.

Detailed record

uBFT: Microsecond-Scale BFT using Disaggregated Memory

M. K. Aguilera; N. Ben-David; R. Guerraoui; A. Murat; A. Xygkis  et al.

2023. 28th ACM International Conference on Architectural Support for Programming Languages and Operating Systems (ASPLOS 2023), Vancouver, BC, Canada, March 25–29, 2023. p. 862 - 877. DOI : 10.1145/3575693.3575732.

Detailed record

View at publisher

Efficient and Accurate Peer-to-Peer Training of Machine Learning Based Home Thermal Models

K. Boubouh; R. Basmadjian; O. Ardakanian; A. Maurer; R. Guerraoui

2023. 14th ACM International Conference on Future Energy Systems (e-Energy), Orlando, FL, JUN 20-23, 2023. p. 524 - 529. DOI : 10.1145/3575813.3597453.

Detailed record

View at publisher

DIABLO: A Benchmark Suite for Blockchains

V. Gramoli; R. Guerraoui; A. Lebedev; C. Natoli; G. Voron

2023. 18th European Conference on Computer Systems (EuroSys), Rome, ITALY, May 08-12, 2023. p. 540 - 556. DOI : 10.1145/3552326.3567482.

Detailed record

View at publisher

Fixing by Mixing: A Recipe for Optimal Byzantine ML under Heterogeneity

Y. Allouah; S. Farhadkhani; R. Guerraoui; N. Gupta; R. Pinot  et al.

2023.

Detailed record


ACM publications are copyright of the Association for Computing Machinery
IEEE publications are copyright of the Institute of Electrical and Electronics Engineers
LNCS publications are copyright of Springer
TCS publications are copyright of Elsevier Science B.V.