Christophe Dupuy
Christophe Dupuy
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Fednlp: Benchmarking federated learning methods for natural language processing tasks
BY Lin, C He, Z Zeng, H Wang, Y Huang, C Dupuy, R Gupta, ...
arXiv preprint arXiv:2104.08815, 2021
An efficient dp-sgd mechanism for large scale nlu models
C Dupuy, R Arava, R Gupta, A Rumshisky
ICASSP 2022-2022 IEEE International Conference on Acoustics, Speech and …, 2022
ADePT: Auto-encoder based differentially private text transformation
S Krishna, R Gupta, C Dupuy
arXiv preprint arXiv:2102.01502, 2021
Learning determinantal point processes in sublinear time
C Dupuy, F Bach
International Conference on Artificial Intelligence and Statistics, 244-257, 2018
Flirt: Feedback loop in-context red teaming
N Mehrabi, P Goyal, C Dupuy, Q Hu, S Ghosh, R Zemel, KW Chang, ...
arXiv preprint arXiv:2308.04265, 2023
Differentially private decoding in large language models
J Majmudar, C Dupuy, C Peris, S Smaili, R Gupta, R Zemel
arXiv preprint arXiv:2205.13621, 2022
Privacy in the time of language models
C Peris, C Dupuy, J Majmudar, R Parikh, S Smaili, R Zemel, R Gupta
Proceedings of the Sixteenth ACM International Conference on Web Search and …, 2023
Online but accurate inference for latent variable models with local gibbs sampling
C Dupuy, F Bach
Journal of Machine Learning Research 18 (126), 1-45, 2017
Controlling the extraction of memorized data from large language models via prompt-tuning
MS Ozdayi, C Peris, J FitzGerald, C Dupuy, J Majmudar, H Khan, R Parikh, ...
arXiv preprint arXiv:2305.11759, 2023
Canary extraction in natural language understanding models
R Parikh, C Dupuy, R Gupta
arXiv preprint arXiv:2203.13920, 2022
Qualitative and descriptive topic extraction from movie reviews using lda
C Dupuy, F Bach, C Diot
Machine Learning and Data Mining in Pattern Recognition: 13th International …, 2017
Self-attention gazetteer embeddings for named-entity recognition
S Peshterliev, C Dupuy, I Kiss
arXiv preprint arXiv:2004.04060, 2020
Learnings from federated learning in the real world
C Dupuy, TG Roosta, L Long, C Chung, R Gupta, S Avestimehr
ICASSP 2022-2022 IEEE International Conference on Acoustics, Speech and …, 2022
Quantifying catastrophic forgetting in continual federated learning
C Dupuy, J Majmudar, J Wang, TG Roosta, R Gupta, C Chung, J Ding, ...
ICASSP 2023-2023 IEEE International Conference on Acoustics, Speech and …, 2023
Exploiting crowd sourced reviews to explain movie recommendation
S El Aouad, C Dupuy, R Teixeira, F Bach, C Diot
Networked Systems: 4th International Conference, NETYS 2016, Marrakech …, 2016
Decentralized topic modelling with latent Dirichlet allocation
I Colin, C Dupuy
arXiv preprint arXiv:1610.01417, 2016
Multi-device speech processing
R Gupta, C Dupuy, JR Stolee, C Chung
US Patent 11,900,921, 2024
Coordinated Replay Sample Selection for Continual Federated Learning
J Good, J Majmudar, C Dupuy, J Wang, C Peris, C Chung, R Zemel, ...
arXiv preprint arXiv:2310.15054, 2023
Controlling the Extraction of Memorized Data from Large Language Models via Prompt-Tuning
M Safa Ozdayi, C Peris, J FitzGerald, C Dupuy, J Majmudar, H Khan, ...
arXiv e-prints, arXiv: 2305.11759, 2023
Inference and applications for topic models
C Dupuy
Université Paris sciences et lettres, 2017
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