Christophe Dupuy

ORCID

Publication Activity (10 Years)

Years Active: 2016-2023
Publications (10 Years): 25

Top Venues

INRIA, Paris-Rocquencourt, France (PHD)

Education History

INRIA, Paris-Rocquencourt, France

PHD

Publications

Charith Peris, Christophe Dupuy, Jimit Majmudar, Rahil Parikh, Sami Smaili, Richard Zemel, Rahul Gupta
Privacy in the Time of Language Models. WSDM (2023)
Mustafa Safa Özdayi, Charith Peris, Jack FitzGerald, Christophe Dupuy, Jimit Majmudar, Haidar Khan, Rahil Parikh, Rahul Gupta
Controlling the Extraction of Memorized Data from Large Language Models via Prompt-Tuning. CoRR (2023)
Christophe Dupuy, Jimit Majmudar, Jixuan Wang, Tanya G. Roosta, Rahul Gupta, Clement Chung, Jie Ding, Salman Avestimehr
Quantifying Catastrophic Forgetting in Continual Federated Learning. ICASSP (2023)
Mustafa Özdayi, Charith Peris, Jack FitzGerald, Christophe Dupuy, Jimit Majmudar, Haidar Khan, Rahil Parikh, Rahul Gupta
Controlling the Extraction of Memorized Data from Large Language Models via Prompt-Tuning. ACL (2) (2023)
Ninareh Mehrabi, Palash Goyal, Christophe Dupuy, Qian Hu, Shalini Ghosh, Richard S. Zemel, Kai-Wei Chang, Aram Galstyan, Rahul Gupta
FLIRT: Feedback Loop In-context Red Teaming. CoRR (2023)
Jack Good, Jimit Majmudar, Christophe Dupuy, Jixuan Wang, Charith Peris, Clement Chung, Richard S. Zemel, Rahul Gupta
Coordinated Replay Sample Selection for Continual Federated Learning. CoRR (2023)
Jack Good, Jimit Majmudar, Christophe Dupuy, Jixuan Wang, Charith Peris, Clement Chung, Richard S. Zemel, Rahul Gupta
Coordinated Replay Sample Selection for Continual Federated Learning. EMNLP (Industry Track) (2023)
Rahil Parikh, Christophe Dupuy, Rahul Gupta
Canary Extraction in Natural Language Understanding Models. CoRR (2022)
Christophe Dupuy, Radhika Arava, Rahul Gupta, Anna Rumshisky
An Efficient DP-SGD Mechanism for Large Scale NLU Models. ICASSP (2022)
Christophe Dupuy, Tanya G. Roosta, Leo Long, Clement Chung, Rahul Gupta, Salman Avestimehr
Learnings from Federated Learning in The Real World. ICASSP (2022)
Bill Yuchen Lin, Chaoyang He, Zihang Ze, Hulin Wang, Yufen Hua, Christophe Dupuy, Rahul Gupta, Mahdi Soltanolkotabi, Xiang Ren, Salman Avestimehr
FedNLP: Benchmarking Federated Learning Methods for Natural Language Processing Tasks. NAACL-HLT (Findings) (2022)
Rahil Parikh, Christophe Dupuy, Rahul Gupta
Canary Extraction in Natural Language Understanding Models. ACL (2) (2022)
Jimit Majmudar, Christophe Dupuy, Charith Peris, Sami Smaili, Rahul Gupta, Richard S. Zemel
Differentially Private Decoding in Large Language Models. CoRR (2022)
Christophe Dupuy, Tanya G. Roosta, Leo Long, Clement Chung, Rahul Gupta, Salman Avestimehr
Learnings from Federated Learning in the Real world. CoRR (2022)
Satyapriya Krishna, Rahul Gupta, Christophe Dupuy
ADePT: Auto-encoder based Differentially Private Text Transformation. CoRR (2021)
Christophe Dupuy, Radhika Arava, Rahul Gupta, Anna Rumshisky
An Efficient DP-SGD Mechanism for Large Scale NLP Models. CoRR (2021)
Satyapriya Krishna, Rahul Gupta, Christophe Dupuy
ADePT: Auto-encoder based Differentially Private Text Transformation. EACL (2021)
Stanislav Peshterliev, Christophe Dupuy, Imre Kiss
Self-Attention Gazetteer Embeddings for Named-Entity Recognition. CoRR (2020)
Christophe Dupuy, Francis R. Bach
Learning Determinantal Point Processes in Sublinear Time. AISTATS (2018)
Christophe Dupuy, Francis R. Bach, Christophe Diot
Qualitative and Descriptive Topic Extraction from Movie Reviews Using LDA. MLDM (2017)
Christophe Dupuy, Francis R. Bach
Online but Accurate Inference for Latent Variable Models with Local Gibbs Sampling. J. Mach. Learn. Res. 18 (2017)
Christophe Dupuy, Francis R. Bach
Online but Accurate Inference for Latent Variable Models with Local Gibbs Sampling. CoRR (2016)
Christophe Dupuy, Francis R. Bach
Learning Determinantal Point Processes in Sublinear Time. CoRR (2016)
Igor Colin, Christophe Dupuy
Decentralized Topic Modelling with Latent Dirichlet Allocation. CoRR (2016)
Sara El Aouad, Christophe Dupuy, Renata Teixeira, Francis R. Bach, Christophe Diot
Exploiting Crowd Sourced Reviews to Explain Movie Recommendation. NETYS (2016)

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Publication Activity (10 Years)

Top Topics

Top Venues

Christophe Dupuy