Muhammad Faaiz Taufiq

Publication Activity (10 Years)

Years Active: 2022-2024
Publications (10 Years): 9

Top Topics

Causal Inferences

Policy Evaluation

Top Venues

Publications

Muhammad Faaiz Taufiq, Jean-Francois Ton, Yang Liu
Dataset Fairness: Achievable Fairness on Your Data With Utility Guarantees. CoRR (2024)
Muhammad Faaiz Taufiq, Arnaud Doucet, Rob Cornish, Jean-Francois Ton
Marginal Density Ratio for Off-Policy Evaluation in Contextual Bandits. CoRR (2023)
Rob Cornish, Muhammad Faaiz Taufiq, Arnaud Doucet, Chris Holmes
Causal Falsification of Digital Twins. CoRR (2023)
Muhammad Faaiz Taufiq, Arnaud Doucet, Rob Cornish, Jean-Francois Ton
Marginal Density Ratio for Off-Policy Evaluation in Contextual Bandits. NeurIPS (2023)
Muhammad Faaiz Taufiq, Patrick Blöbaum, Lenon Minorics
Manifold Restricted Interventional Shapley Values. CoRR (2023)
Yang Liu, Yuanshun Yao, Jean-Francois Ton, Xiaoying Zhang, Ruocheng Guo, Hao Cheng, Yegor Klochkov, Muhammad Faaiz Taufiq, Hang Li
Trustworthy LLMs: a Survey and Guideline for Evaluating Large Language Models' Alignment. CoRR (2023)
Muhammad Faaiz Taufiq, Patrick Blöbaum, Lenon Minorics
Manifold Restricted Interventional Shapley Values. AISTATS (2023)
Muhammad Faaiz Taufiq, Jean-Francois Ton, Robert Cornish, Yee Whye Teh, Arnaud Doucet
Conformal Off-Policy Prediction in Contextual Bandits. CoRR (2022)
Muhammad Faaiz Taufiq, Jean-Francois Ton, Rob Cornish, Yee Whye Teh, Arnaud Doucet
Conformal Off-Policy Prediction in Contextual Bandits. NeurIPS (2022)