Christophe Dupuy

According to our database, Christophe Dupuy authored at least 19 papers between 2016 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

FLIRT: Feedback Loop In-context Red Teaming.

Ninareh Mehrabi, Palash Goyal, Christophe Dupuy, Qian Hu, Shalini Ghosh, Richard S. Zemel, Kai-Wei Chang, Aram Galstyan, Rahul Gupta

Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing, 2024

2023

Privacy in the Time of Language Models.

Charith Peris, Christophe Dupuy, Jimit Majmudar, Rahil Parikh, Sami Smaili, Richard S. Zemel, Rahul Gupta

Proceedings of the Sixteenth ACM International Conference on Web Search and Data Mining, 2023

Quantifying Catastrophic Forgetting in Continual Federated Learning.

Christophe Dupuy, Jimit Majmudar, Jixuan Wang, Tanya G. Roosta, Rahul Gupta, Clement Chung, Jie Ding, Salman Avestimehr

Proceedings of the IEEE International Conference on Acoustics, 2023

Coordinated Replay Sample Selection for Continual Federated Learning.

Jack Good, Jimit Majmudar, Christophe Dupuy, Jixuan Wang, Charith Peris, Clement Chung, Richard S. Zemel, Rahul Gupta

Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing: EMNLP 2023, 2023

Controlling the Extraction of Memorized Data from Large Language Models via Prompt-Tuning.

Mustafa Özdayi, Charith Peris, Jack FitzGerald, Christophe Dupuy, Jimit Majmudar, Haidar Khan, Rahil Parikh, Rahul Gupta

Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 2: Short Papers), 2023

2022

Differentially Private Decoding in Large Language Models.

Jimit Majmudar, Christophe Dupuy, Charith Peris, Sami Smaili, Rahul Gupta, Richard S. Zemel

CoRR, 2022

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

Proceedings of the Findings of the Association for Computational Linguistics: NAACL 2022, 2022

Learnings from Federated Learning in The Real World.

Christophe Dupuy, Tanya G. Roosta, Leo Long, Clement Chung, Rahul Gupta, Salman Avestimehr

Proceedings of the IEEE International Conference on Acoustics, 2022

An Efficient DP-SGD Mechanism for Large Scale NLU Models.

Christophe Dupuy, Radhika Arava, Rahul Gupta, Anna Rumshisky

Proceedings of the IEEE International Conference on Acoustics, 2022

Canary Extraction in Natural Language Understanding Models.

Rahil Parikh, Christophe Dupuy, Rahul Gupta

Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 2: Short Papers), 2022

2021

An Efficient DP-SGD Mechanism for Large Scale NLP Models.

Christophe Dupuy, Radhika Arava, Rahul Gupta, Anna Rumshisky

CoRR, 2021

ADePT: Auto-encoder based Differentially Private Text Transformation.

Satyapriya Krishna, Rahul Gupta, Christophe Dupuy

Proceedings of the 16th Conference of the European Chapter of the Association for Computational Linguistics: Main Volume, 2021

2020

Self-Attention Gazetteer Embeddings for Named-Entity Recognition.

Stanislav Peshterliev, Christophe Dupuy, Imre Kiss

CoRR, 2020

2018

Learning Determinantal Point Processes in Sublinear Time.

Christophe Dupuy, Francis R. Bach

Proceedings of the International Conference on Artificial Intelligence and Statistics, 2018

2017

Inference and Applications for Topic Models. (Inférence et Applications pour les Modèles Thématiques).

Christophe Dupuy

PhD thesis, 2017

Online but Accurate Inference for Latent Variable Models with Local Gibbs Sampling.

Christophe Dupuy, Francis R. Bach

J. Mach. Learn. Res., 2017

Qualitative and Descriptive Topic Extraction from Movie Reviews Using LDA.

Christophe Dupuy, Francis R. Bach, Christophe Diot

Proceedings of the Machine Learning and Data Mining in Pattern Recognition, 2017

2016

Decentralized Topic Modelling with Latent Dirichlet Allocation.

Igor Colin, Christophe Dupuy

CoRR, 2016

Exploiting Crowd Sourced Reviews to Explain Movie Recommendation.

Sara El Aouad, Christophe Dupuy, Renata Teixeira, Francis R. Bach, Christophe Diot

Proceedings of the Networked Systems - 4th International Conference, 2016