Tristan Guérand

PhD student, Nanyang Technological University

Joined

September 2022

Names

Tristan Guérand (Preferred)

Emails

****@e.ntu.edu.sg (Confirmed)

Personal Links

Career & Education History

PhD student

Nanyang Technological University (ntu.edu.sg)

2022 – Present

MS student

CentraleSupelec (centralesupelec.fr)

2019 – 2021

Undergrad student

CentraleSupelec (centralesupelec.fr)

2018 – 2019

Advisors, Relations & Conflicts

PhD Advisor

2022 – Present

Expertise

No areas of expertise listed

Publications

Neural Network-Based Rule Models With Truth Tables
Adrien Benamira, Tristan Guérand, Thomas Peyrin, Hans Farrell Soegeng
- ECAI 2023
- Readers: Everyone
Leveraging Foundation Models in Healthcare: A Distillation Approach to Interpretable Clinical Prediction
Hans Farrell Soegeng, Tristan Guérand, Thomas Peyrin
- XAI4Science Workshop 2026
- Readers: Everyone
TT-TFHE: a Torus Fully Homomorphic Encryption-Friendly Neural Network Architecture
Adrien Benamira, Tristan Guérand, Thomas Peyrin, Sayandeep Saha
- Accepted by TMLR
- Readers: Everyone
Truth Table Net: Scalable, Compact & Verifiable Neural Networks with a Dual Convolutional Small Boolean Circuit Networks Form
Adrien Benamira, Thomas Peyrin, Trevor Yap, Tristan Guérand, Bryan Hooi
- IJCAI 2024
- Readers: Everyone
Neural Network-Based Rule Models with Truth Tables
Adrien Benamira, Tristan Guérand, Thomas Peyrin, Hans Soegeng
- ECAI 2023
- Readers: Everyone
TT-TFHE: a Torus Fully Homomorphic Encryption-Friendly Neural Network Architecture
Adrien Benamira, Tristan Guérand, Thomas Peyrin, Sayandeep Saha
- CoRR 2023
- Readers: Everyone
TT-Rules: Extracting & Optimizing Exact Rules of a CNN-Based Model - Application to Fairness
Adrien Benamira, Tristan Guérand, Thomas Peyrin
- 22 Sept 2022 (modified: 13 Feb 2023)
- ICLR 2023 Conference Withdrawn Submission
- Readers: Everyone

Co-Authors