Pierre Stock

Research Scientist, Facebook

Joined

September 2018

Names

Pierre Stock (Preferred)

Emails

****@fb.com (Confirmed)

****@gmail.com (Confirmed)

Personal Links

Homepage

Google Scholar

DBLP

Career & Education History

Research Scientist

Facebook (fb.com)

2021 – Present

PhD student

Facebook (fb.com)

2018 – 2021

PhD student

INRIA (inria.fr)

2018 – 2021

Advisors, Relations & Conflicts

No relations added

Expertise

No areas of expertise listed

Publications

LLM-QAT: Data-Free Quantization Aware Training for Large Language Models
Zechun Liu, Barlas Oguz, Changsheng Zhao, Ernie Chang, Pierre Stock, Yashar Mehdad, Yangyang Shi, Raghuraman Krishnamoorthi, Vikas Chandra
- Submitted to ICLR 2024
- Readers: Everyone
Green Federated Learning
Ashkan Yousefpour, Shen Guo, Ashish Shenoy, Sayan Ghosh, Pierre Stock, Kiwan Maeng, Schalk-Willem Krüger, Michael Rabbat, Carole-Jean Wu, Ilya Mironov
- FL-ICML 2023
- Readers: Everyone
TAN Without a Burn: Scaling Laws of DP-SGD
Tom Sander, Pierre Stock, Alexandre Sablayrolles
- ICML 2023 Poster
- Readers: Everyone
Privacy-Aware Compression for Federated Learning Through Numerical Mechanism Design
Chuan Guo, Kamalika Chaudhuri, Pierre Stock, Michael Rabbat
- ICML 2023 Poster
- Readers: Everyone
The Interpolated MVU Mechanism For Communication-efficient Private Federated Learning
Chuan Guo, Kamalika Chaudhuri, Pierre Stock, Michael Rabbat
- Published: 21 Oct 2022, Last Modified: 05 May 2023
- FL-NeurIPS 2022 Poster
- Readers: Everyone
Reconciling Security and Communication Efficiency in Federated Learning
Karthik Prasad, Sayan Ghosh, Graham Cormode, Ilya Mironov, Ashkan Yousefpour, Pierre Stock
- Published: 21 Oct 2022, Last Modified: 15 Jan 2026
- FL-NeurIPS 2022 Poster
- Readers: Everyone
CANIFE: Crafting Canaries for Empirical Privacy Measurement in Federated Learning
Samuel Maddock, Alexandre Sablayrolles, Pierre Stock
- Published: 01 Feb 2023, Last Modified: 14 Jan 2026
- ICLR 2023 poster
- Readers: Everyone
Defending against Reconstruction attacks using Rényi Differential Privacy
Pierre Stock, Igor Shilov, Ilya Mironov, Alexandre Sablayrolles
- Published: 01 Feb 2023, Last Modified: 14 Jan 2026
- Submitted to ICLR 2023
- Readers: Everyone
Reconciling Security and Communication Efficiency in Federated Learning
Karthik Prasad, Sayan Ghosh, Graham Cormode, Ilya Mironov, Ashkan Yousefpour, Pierre Stock
- Published: 01 Feb 2023, Last Modified: 14 Jan 2026
- Submitted to ICLR 2023
- Readers: Everyone
TAN without a burn: Scaling laws of DP-SGD
Tom Sander, Pierre Stock, Alexandre Sablayrolles
- Published: 01 Feb 2023, Last Modified: 14 Jan 2026
- Submitted to ICLR 2023
- Readers: Everyone

View all 12 publications

Co-Authors

View all 32 co-authors