Muhammad Faaiz Taufiq

According to our database, Muhammad Faaiz Taufiq authored at least 7 papers between 2022 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

Dataset Fairness: Achievable Fairness on Your Data With Utility Guarantees.

Muhammad Faaiz Taufiq, Jean-Francois Ton, Yang Liu

CoRR, 2024

2023

Trustworthy LLMs: a Survey and Guideline for Evaluating Large Language Models' Alignment.

Yang Liu, Yuanshun Yao, Jean-Francois Ton, Xiaoying Zhang, Ruocheng Guo, Hao Cheng, Yegor Klochkov, Muhammad Faaiz Taufiq, Hang Li

CoRR, 2023

Causal Falsification of Digital Twins.

Rob Cornish, Muhammad Faaiz Taufiq, Arnaud Doucet, Chris C. Holmes

CoRR, 2023

Marginal Density Ratio for Off-Policy Evaluation in Contextual Bandits.

Muhammad Faaiz Taufiq, Arnaud Doucet, Rob Cornish, Jean-Francois Ton

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Manifold Restricted Interventional Shapley Values.

Muhammad Faaiz Taufiq, Patrick Blöbaum, Lenon Minorics

Proceedings of the International Conference on Artificial Intelligence and Statistics, 2023

2022

Conformal Off-Policy Prediction in Contextual Bandits.

Muhammad Faaiz Taufiq, Jean-Francois Ton, Robert Cornish, Yee Whye Teh, Arnaud Doucet

CoRR, 2022

Conformal Off-Policy Prediction in Contextual Bandits.

Muhammad Faaiz Taufiq, Jean-Francois Ton, Rob Cornish, Yee Whye Teh, Arnaud Doucet

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022