Muhammad Faaiz Taufiq

14 papers A* 4A 1Journal 9
YearRankTypeTitle / Venue / Authors
2025 J jnl
How to Train a Leader: Hierarchical Reasoning in Multi-Agent LLMs.
CoRR
Andrew Estornell, Jean-Francois Ton, Muhammad Faaiz Taufiq, Hang Li
2025 J jnl
Uncertainty Quantification and Causal Considerations for Off-Policy Decision Making.
CoRR
Muhammad Faaiz Taufiq
2025 A* conf
Understanding Chain-of-Thought in LLMs through Information Theory.
ICML
Jean-Francois Ton, Muhammad Faaiz Taufiq, Yang Liu
2024 A* conf
Achievable Fairness on Your Data With Utility Guarantees.
NeurIPS
Muhammad Faaiz Taufiq, Jean-Francois Ton, Yang Liu
2024 J jnl
Dataset Fairness: Achievable Fairness on Your Data With Utility Guarantees.
CoRR
Muhammad Faaiz Taufiq, Jean-Francois Ton, Yang Liu
2024 J jnl
Understanding Chain-of-Thought in LLMs through Information Theory.
CoRR
Jean-Francois Ton, Muhammad Faaiz Taufiq, Yang Liu
2023 J jnl
Causal Falsification of Digital Twins.
CoRR
Rob Cornish, Muhammad Faaiz Taufiq, Arnaud Doucet, Chris C. Holmes
2023 A conf
Manifold Restricted Interventional Shapley Values.
AISTATS
Muhammad Faaiz Taufiq, Patrick Blöbaum, Lenon Minorics
2023 J jnl
Manifold Restricted Interventional Shapley Values.
CoRR
Muhammad Faaiz Taufiq, Patrick Blöbaum, Lenon Minorics
2023 A* conf
Marginal Density Ratio for Off-Policy Evaluation in Contextual Bandits.
NeurIPS
Muhammad Faaiz Taufiq, Arnaud Doucet, Rob Cornish, Jean-Francois Ton
2023 J jnl
Marginal Density Ratio for Off-Policy Evaluation in Contextual Bandits.
CoRR
Muhammad Faaiz Taufiq, Arnaud Doucet, Rob Cornish, Jean-Francois Ton
2023 J jnl
Trustworthy LLMs: a Survey and Guideline for Evaluating Large Language Models' Alignment.
CoRR
Yang Liu, Yuanshun Yao, Jean-Francois Ton, Xiaoying Zhang, Ruocheng Guo, Hao Cheng, Yegor Klochkov, Muhammad Faaiz Taufiq, Hang Li
2022 A* conf
Conformal Off-Policy Prediction in Contextual Bandits.
NeurIPS
Muhammad Faaiz Taufiq, Jean-Francois Ton, Rob Cornish, Yee Whye Teh, Arnaud Doucet
2022 J jnl
Conformal Off-Policy Prediction in Contextual Bandits.
CoRR
Muhammad Faaiz Taufiq, Jean-Francois Ton, Robert Cornish, Yee Whye Teh, Arnaud Doucet