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ORCIDMuhammad Faaiz Taufiq
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2020 – today
- 2025
[c5]Jean-Francois Ton, Muhammad Faaiz Taufiq, Yang Liu:
Understanding Chain-of-Thought in LLMs through Information Theory. ICML 2025- [i9]Muhammad Faaiz Taufiq:
Uncertainty Quantification and Causal Considerations for Off-Policy Decision Making. CoRR abs/2502.06011 (2025) - [i8]Andrew Estornell, Jean-Francois Ton, Muhammad Faaiz Taufiq, Hang Li:
How to Train a Leader: Hierarchical Reasoning in Multi-Agent LLMs. CoRR abs/2507.08960 (2025) - 2024
- [c4]Muhammad Faaiz Taufiq, Jean-Francois Ton, Yang Liu:
Achievable Fairness on Your Data With Utility Guarantees. NeurIPS 2024 - [i7]Muhammad Faaiz Taufiq, Jean-Francois Ton, Yang Liu:
Dataset Fairness: Achievable Fairness on Your Data With Utility Guarantees. CoRR abs/2402.17106 (2024) - [i6]Jean-Francois Ton, Muhammad Faaiz Taufiq, Yang Liu:
Understanding Chain-of-Thought in LLMs through Information Theory. CoRR abs/2411.11984 (2024) - 2023
- [c3]Muhammad Faaiz Taufiq, Patrick Blöbaum, Lenon Minorics:
Manifold Restricted Interventional Shapley Values. AISTATS 2023: 5079-5106 - [c2]Muhammad Faaiz Taufiq, Arnaud Doucet, Rob Cornish, Jean-Francois Ton:
Marginal Density Ratio for Off-Policy Evaluation in Contextual Bandits. NeurIPS 2023 - [i5]Muhammad Faaiz Taufiq, Patrick Blöbaum, Lenon Minorics:
Manifold Restricted Interventional Shapley Values. CoRR abs/2301.04041 (2023) - [i4]Rob Cornish, Muhammad Faaiz Taufiq, Arnaud Doucet, Chris C. Holmes:
Causal Falsification of Digital Twins. CoRR abs/2301.07210 (2023) - [i3]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 abs/2308.05374 (2023) - [i2]Muhammad Faaiz Taufiq, Arnaud Doucet, Rob Cornish, Jean-Francois Ton:
Marginal Density Ratio for Off-Policy Evaluation in Contextual Bandits. CoRR abs/2312.01457 (2023) - 2022
- [c1]Muhammad Faaiz Taufiq, Jean-Francois Ton, Rob Cornish, Yee Whye Teh, Arnaud Doucet:
Conformal Off-Policy Prediction in Contextual Bandits. NeurIPS 2022 - [i1]Muhammad Faaiz Taufiq, Jean-Francois Ton, Robert Cornish, Yee Whye Teh, Arnaud Doucet:
Conformal Off-Policy Prediction in Contextual Bandits. CoRR abs/2206.04405 (2022)
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