Taufiq, Muhammad Faaiz

6 publications

ICML 2025 Understanding Chain-of-Thought in LLMs Through Information Theory Jean-Francois Ton, Muhammad Faaiz Taufiq, Yang Liu

NeurIPS 2024 Achievable Fairness on Your Data with Utility Guarantees Muhammad Faaiz Taufiq, Jean-François Ton, Yang Liu

AISTATS 2023 Manifold Restricted Interventional Shapley Values Muhammad Faaiz Taufiq, Patrick Blöbaum, Lenon Minorics

NeurIPS 2023 Marginal Density Ratio for Off-Policy Evaluation in Contextual Bandits Muhammad Faaiz Taufiq, Arnaud Doucet, Rob Cornish, Jean-Francois Ton

NeurIPSW 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

NeurIPS 2022 Conformal Off-Policy Prediction in Contextual Bandits Muhammad Faaiz Taufiq, Jean-Francois Ton, Rob Cornish, Yee Whye Teh, Arnaud Doucet