Muhammad Faaiz Taufiq
5 papers · 2022–2025 · 3 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Bronze
🗺️
Taxonomy Completionist
(10)
🐣
Hot Topic Early Bird
Venues
Top co-authors
Research topics
Keywords
contextual bandit
(2)
off-policy evaluation
(2)
uncertainty quantification
(1)
feature attribution
(1)
information gain
(1)
model explanation
(1)
data manifold
(1)
doubly robust estimator
(1)
shapley value
(1)
average treatment effect
(1)
fairness auditing
(1)
off-manifold perturbation
(1)
prediction explanation
(1)
utility guarantee
(1)
finite-sample guarantee
(1)
statistical guarantee
(1)
model fairness
(1)
inverse propensity score
(1)
reasoning step
(1)
failure mode
(1)
Papers
Understanding Chain-of-Thought in LLMs through Information Theory
ICML 2025
Achievable Fairness on Your Data With Utility Guarantees
NeurIPS 2024
Manifold Restricted Interventional Shapley Values
AISTATS 2023
Marginal Density Ratio for Off-Policy Evaluation in Contextual Bandits
NeurIPS 2023
Conformal Off-Policy Prediction in Contextual Bandits
NeurIPS 2022