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Muhammad Faaiz Taufiq
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Year
Trustworthy LLMs: a Survey and Guideline for Evaluating Large Language Models' Alignment
Y Liu, Y Yao, JF Ton, X Zhang, RGH Cheng, Y Klochkov, MF Taufiq, H Li
arXiv preprint arXiv:2308.05374, 2023
932023
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
112022
Manifold Restricted Interventional Shapley Values
MF Taufiq, P Blöbaum, L Minorics
Conference on Artificial Intelligence and Statistics (AISTATS 2023), 2023
22023
Dataset Fairness: Achievable Fairness on Your Data With Utility Guarantees
MF Taufiq, JF Ton, Y Liu
arXiv preprint arXiv:2402.17106, 2024
2024
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
2023
Causal Falsification of Digital Twins
R Cornish, MF Taufiq, A Doucet, C Holmes
arXiv preprint arXiv:2301.07210, 2023
2023
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Articles 1–6