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Muhammad Faaiz Taufiq
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Trustworthy LLMs: A survey and guideline for evaluating large language models' alignment
Y Liu, Y Yao, JF Ton, X Zhang, R Guo, H Cheng, Y Klochkov, MF Taufiq, ...
arXiv preprint arXiv:2308.05374, 2023
2262023
Conformal Off-Policy Prediction in Contextual Bandits
MF Taufiq, JF Ton, R Cornish, YW Teh, A Doucet
Conference on Neural Information Processing Systems (NeurIPS 2022), 2022
192022
Manifold Restricted Interventional Shapley Values
MF Taufiq, P Blöbaum, L Minorics
Conference on Artificial Intelligence and Statistics (AISTATS 2023), 2023
102023
Marginal Density Ratio for Off-Policy Evaluation in Contextual Bandits
MF Taufiq, A Doucet, R Cornish, JF Ton
Conference on Neural Information Processing Systems (NeurIPS 2023), 2023
32023
Understanding Chain-of-Thought in LLMs through Information Theory
JF Ton, MF Taufiq, Y Liu
arXiv preprint arXiv:2411.11984, 2024
2024
Achievable Fairness on Your Data With Utility Guarantees
MF Taufiq, JF Ton, Y Liu
Conference on Neural Information Processing Systems (NeurIPS 2024), 2024
2024
Causal Falsification of Digital Twins
R Cornish, MF Taufiq, A Doucet, C Holmes
arXiv preprint arXiv:2301.07210, 2023
2023
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