Christophe Dupuy

Researcher, Amazon

Joined

November 2021

Names

Christophe Dupuy (Preferred)

Emails

****@amazon.com (Confirmed)

Personal Links

Semantic Scholar

Career & Education History

Researcher

Amazon (amazon.com)

2017 – Present

PhD student

INRIA (inria.fr)

2014 – 2017

Advisors, Relations & Conflicts

Coauthor

Present

PhD Advisor

2014 – 2017

Expertise

No areas of expertise listed

Publications

FLIRT: Feedback Loop In-context Red Teaming
Ninareh Mehrabi, Palash Goyal, Christophe Dupuy, Qian Hu, Shalini Ghosh, Richard Zemel, Kai-Wei Chang, Aram Galstyan, Rahul Gupta
- Submitted to ICLR 2024
- Readers: Everyone
Privacy in the Time of Language Models
Charith Peris, Christophe Dupuy, Jimit Majmudar, Rahil Parikh, Sami Smaili, Richard S. Zemel, Rahul Gupta
- Published: 01 Jan 2023, Last Modified: 01 May 2023
- WSDM 2023
- Readers: Everyone
Differentially Private Decoding in Large Language Models
Jimit Majmudar, Christophe Dupuy, Charith Peris, Sami Smaili, Rahul Gupta, Richard S. Zemel
- Published: 01 Jan 2022, Last Modified: 01 May 2023
- CoRR 2022
- Readers: Everyone
Canary Extraction in Natural Language Understanding Models
Rahil Parikh, Christophe Dupuy, Rahul Gupta
- Published: 01 Jan 2022, Last Modified: 10 May 2023
- ACL (2) 2022
- Readers: Everyone
Learnings from Federated Learning in The Real World
Christophe Dupuy, Tanya G. Roosta, Leo Long, Clement Chung, Rahul Gupta, Salman Avestimehr
- Published: 01 Jan 2022, Last Modified: 10 May 2023
- ICASSP 2022
- Readers: Everyone
An Efficient DP-SGD Mechanism for Large Scale NLU Models
Christophe Dupuy, Radhika Arava, Rahul Gupta, Anna Rumshisky
- Published: 01 Jan 2022, Last Modified: 10 May 2023
- ICASSP 2022
- Readers: Everyone
FedNLP: Benchmarking Federated Learning Methods for Natural Language Processing Tasks
Bill Yuchen Lin, Chaoyang He, Zihang Ze, Hulin Wang, Yufen Hua, Christophe Dupuy, Rahul Gupta, Mahdi Soltanolkotabi, Xiang Ren, Salman Avestimehr
- Published: 01 Jan 2022, Last Modified: 10 May 2023
- NAACL-HLT (Findings) 2022
- Readers: Everyone
Learnings from Federated Learning in the Real world
Christophe Dupuy, Tanya G. Roosta, Leo Long, Clement Chung, Rahul Gupta, Salman Avestimehr
- Published: 01 Jan 2022, Last Modified: 10 May 2023
- CoRR 2022
- Readers: Everyone
Canary Extraction in Natural Language Understanding Models
Rahil Parikh, Christophe Dupuy, Rahul Gupta
- Published: 01 Jan 2022, Last Modified: 10 May 2023
- CoRR 2022
- Readers: Everyone
An Efficient DP-SGD Mechanism for Large Scale NLP Models
Christophe Dupuy, Radhika Arava, Rahul Gupta, Anna Rumshisky
- 2021 (modified: 14 Nov 2021)
- CoRR 2021
- Readers: Everyone

View all 21 publications

Co-Authors

View all 34 co-authors