Publications
An up to date list of publications can be found on my Google Scholar profile.
2024
![](https://faaizt.github.io/img/paper-icons/datasetfairness_icon.webp)
Dataset Fairness: Achievable Fairness on Your Data With Utility Guarantees
M.F. Taufiq, J.F. Ton, Y. Liu
Preprint
M.F. Taufiq, J.F. Ton, Y. Liu
Preprint
2023
![](https://faaizt.github.io/img/paper-icons/mr_icon1.png)
Marginal Density Ratio for Off-Policy Evaluation in Contextual Bandits
M.F. Taufiq, A. Doucet, R. Cornish, J.F. Ton
NeurIPS 2023
Slides
M.F. Taufiq, A. Doucet, R. Cornish, J.F. Ton
NeurIPS 2023
Slides
![](https://faaizt.github.io/img/paper-icons/pillars.png)
Trustworthy LLMs: a Survey and Guideline for Evaluating Large Language Models' Alignment
Y. Liu*, Y. Yao*, J.F. Ton, X. Zhang, R. Guo, H. Cheng, Y. Klochkov, M.F. Taufiq, H. Li
NeurIPS 2023 Workshop on Socially Responsible Language Modelling Research (SoLaR).
Y. Liu*, Y. Yao*, J.F. Ton, X. Zhang, R. Guo, H. Cheng, Y. Klochkov, M.F. Taufiq, H. Li
NeurIPS 2023 Workshop on Socially Responsible Language Modelling Research (SoLaR).
![](https://faaizt.github.io/img/paper-icons/manshap.png)
Manifold Restricted Interventional Shapley Values
M.F. Taufiq, P. Blöbaum, L. Minorics
AISTATS 2023
Slides Video
M.F. Taufiq, P. Blöbaum, L. Minorics
AISTATS 2023
Slides Video
![](https://faaizt.github.io/img/paper-icons/digital-twin.png)
Causal Falsification of Digital Twins
R. Cornish*, M.F. Taufiq*, A. Doucet, C. Holmes
Preprint
Slides
R. Cornish*, M.F. Taufiq*, A. Doucet, C. Holmes
Preprint
Slides
2022
![](https://faaizt.github.io/img/paper-icons/copp_icon.png)
Conformal Off-Policy Prediction in Contextual Bandits
M.F. Taufiq*, J.F. Ton*, R. Cornish, Y. W. Teh, A. Doucet
NeurIPS 2022
ICML 2022 Workshop on Distribution-Free Uncertainty Quantification (Spotlight).
Slides Video
M.F. Taufiq*, J.F. Ton*, R. Cornish, Y. W. Teh, A. Doucet
NeurIPS 2022
ICML 2022 Workshop on Distribution-Free Uncertainty Quantification (Spotlight).
Slides Video