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Pinot, Rafaël
126  Ergebnisse:
Personensuche X
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1

Context and Motivation:

, In: Robust Machine Learning; Machine Learning: Foundations, Methodologies, and Applications,
Guerraoui, Rachid ; Gupta, Nirupam ; Pinot, Rafael - p. 1-13 , 2024
Link: https://doi.org/10.1007/..
 
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2

Practical Robustness:

, In: Robust Machine Learning; Machine Learning: Foundations, Methodologies, and Applications,
Guerraoui, Rachid ; Gupta, Nirupam ; Pinot, Rafael - p. 113-154 , 2024
Link: https://doi.org/10.1007/..
 
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3

Fundamentals of Robust Machine Learning:

, In: Robust Machine Learning; Machine Learning: Foundations, Methodologies, and Applications,
Guerraoui, Rachid ; Gupta, Nirupam ; Pinot, Rafael - p. 55-92 , 2024
Link: https://doi.org/10.1007/..
 
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4

Optimal Robustness:

, In: Robust Machine Learning; Machine Learning: Foundations, Methodologies, and Applications,
Guerraoui, Rachid ; Gupta, Nirupam ; Pinot, Rafael - p. 93-112 , 2024
Link: https://doi.org/10.1007/..
 
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5

Byzantine Machine Learning: A Primer:

Guerraoui, Rachid ; Gupta, Nirupam ; Pinot, Rafael
ACM Computing Surveys.  56 (2024)  7 - p. 1-39 , 2024
Link: https://doi.org/10.1145/..
 
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6

Federated Machine Learning:

, In: Robust Machine Learning; Machine Learning: Foundations, Methodologies, and Applications,
Guerraoui, Rachid ; Gupta, Nirupam ; Pinot, Rafael - p. 33-53 , 2024
Link: https://doi.org/10.1007/..
 
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7

Robust Machine Learning: Distributed Methods for Safe AI 

Machine Learning: Foundations, Methodologies, and Applications
Guerraoui, Rachid ; Gupta, Nirupam ; Pinot, Rafael - 1st ed. 2024 . , 2024
Link: https://doi.org/10.1007/..
 
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8

Basics of Machine Learning:

, In: Robust Machine Learning; Machine Learning: Foundations, Methodologies, and Applications,
Guerraoui, Rachid ; Gupta, Nirupam ; Pinot, Rafael - p. 15-31 , 2024
Link: https://doi.org/10.1007/..
 
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9

Brief Announcement: A Case for Byzantine Machine Learning:

, In: Proceedings of the 43rd ACM Symposium on Principles of Distributed Computing,
Farhadkhani, Sadegh ; Guerraoui, Rachid ; Gupta, Nirupam. - p. 131-134 , 2024
Link: https://dl.acm.org/doi/1..
 
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10

Adversarial Evasion on LLMs:

, In: Large Language Models in Cybersecurity,
Guerraoui, Rachid ; Pinot, Rafael - p. 181-188 , 2024
Link: https://doi.org/10.1007/..
 
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11

Democratizing Machine Learning: Resilient Distributed Learn..:

, In: 2022 41st International Symposium on Reliable Distributed Systems (SRDS),
Boubouh, Karim ; Boussetta, Amine ; Gupta, Nirupam.. - p. 94-120 , 2022
Link: https://doi.org/10.1109/..
 
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12

On the robustness of randomized classifiers to adversarial ..:

Pinot, Rafael ; Meunier, Laurent ; Yger, Florian...
Machine Learning.  111 (2022)  9 - p. 3425-3457 , 2022
Link: https://doi.org/10.1007/..
 
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13

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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14

SPEED: secure, PrivatE, and efficient deep learning:

Grivet Sébert, Arnaud ; Pinot, Rafaël ; Zuber, Martin..
Machine Learning.  110 (2021)  4 - p. 675-694 , 2021
Link: https://doi.org/10.1007/..
 
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15

Differential Privacy and Byzantine Resilience in SGD : D..:

, In: Proceedings of the 2021 ACM Symposium on Principles of Distributed Computing,
Guerraoui, Rachid ; Gupta, Nirupam ; Pinot, Rafaël.. - p. 391-401 , 2021
Link: https://dl.acm.org/doi/1..
 
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