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Kermarrec, Anne-Marie
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1

Rethinking Personalized Client Collaboration in Federated L..:

Wu, Leijie ; Guo, Song ; Ding, Yaohong...
IEEE Transactions on Mobile Computing.  , 2024
Link: https://doi.org/10.1109/..
 
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2

Decentralized Learning Made Easy with DecentralizePy:

, In: Proceedings of the 3rd Workshop on Machine Learning and Systems,
Dhasade, Akash ; Kermarrec, Anne-Marie ; Pires, Rafael.. - p. 34-41 , 2023
Link: https://dl.acm.org/doi/1..
 
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3

Get More for Less in Decentralized Learning Systems:

, In: 2023 IEEE 43rd International Conference on Distributed Computing Systems (ICDCS),
Dhasade, Akash ; Kermarrec, Anne-Marie ; Pires, Rafael... - p. 463-474 , 2023
Link: https://doi.org/10.1109/..
 
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4

GoldFinger: Fast & Approximate Jaccard for Efficient KNN Gr..:

Guerraoui, Rachid ; Kermarrec, Anne-Marie ; Niot, Guilhem..
IEEE Transactions on Knowledge and Data Engineering.  35 (2023)  11 - p. 11461-11475 , 2023
Link: https://doi.org/10.1109/..
 
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5

Proceedings of the Seventeenth European Conference on Compu..:

Bromberg, Yérom-David ; Kermarrec, Anne-Marie ; Kozyrakis, Christos , 2022
Link: https://dl.acm.org/doi/1..
 
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6

Frugal Decentralized Learning:

, In: 2022 IEEE International Parallel and Distributed Processing Symposium (IPDPS),
Kermarrec, Anne-Marie - p. 862-862 , 2022
Link: https://doi.org/10.1109/..
 
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7

FLeet: Online Federated Learning via Staleness Awareness an..:

Damaskinos, Georgios ; Guerraoui, Rachid ; Kermarrec, Anne-Marie...
ACM Transactions on Intelligent Systems and Technology.  13 (2022)  5 - p. 1-30 , 2022
Link: https://doi.org/10.1145/..
 
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8

D-Cliques: Compensating for Data Heterogeneity with Topolog..:

, In: 2022 41st International Symposium on Reliable Distributed Systems (SRDS),
Bellet, Aurelien ; Kermarrec, Anne-Marie ; Lavoie, Erick - p. 1-11 , 2022
Link: https://doi.org/10.1109/..
 
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9

The Universal Gossip Fighter:

, In: 2022 IEEE International Parallel and Distributed Processing Symposium (IPDPS),
Gorbunova, Anastasiia ; Guerraoui, Rachid ; Kermarrec, Anne-Marie.. - p. 1162-1172 , 2022
Link: https://doi.org/10.1109/..
 
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10

TEE-based decentralized recommender systems: The raw data s..:

, In: 2022 IEEE International Parallel and Distributed Processing Symposium (IPDPS),
Dhasade, Akash ; Dresevic, Nevena ; Kermarrec, Anne-Marie. - p. 447-458 , 2022
Link: https://doi.org/10.1109/..
 
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11

G-Fake: Tell Me How It is Shared and I Shall Tell You If It..:

, In: Recent Challenges in Intelligent Information and Database Systems; Communications in Computer and Information Science,
Abbassi Saber, Nawfal ; Guerraoui, Rachid ; Kermarrec, Anne-Marie. - p. 1-13 , 2022
Link: https://doi.org/10.1007/..
 
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12

Quicker ADC : Unlocking the Hidden Potential of Product Qua..:

Andre, Fabien ; Kermarrec, Anne-Marie ; Le Scouarnec, Nicolas
IEEE Transactions on Pattern Analysis and Machine Intelligence.  43 (2021)  5 - p. 1666-1677 , 2021
Link: https://doi.org/10.1109/..
 
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13

FLeet : Online Federated Learning via Staleness Awarenes..:

, In: Proceedings of the 21st International Middleware Conference,
Damaskinos, Georgios ; Guerraoui, Rachid ; Kermarrec, Anne-Marie... - p. 163-177 , 2020
Link: https://dl.acm.org/doi/1..
 
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14

Smaller, Faster & Lighter KNN Graph Constructions:

, In: Proceedings of The Web Conference 2020,
Guerraoui, Rachid ; Kermarrec, Anne-Marie ; Ruas, Olivier. - p. 1060-1070 , 2020
Link: https://dl.acm.org/doi/1..
 
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15

FeGAN : Scaling Distributed GANs:

, In: Proceedings of the 21st International Middleware Conference,
Guerraoui, Rachid ; Guirguis, Arsany ; Kermarrec, Anne-Marie. - p. 193-206 , 2020
Link: https://dl.acm.org/doi/1..
 
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