Muhammad Faaiz Taufiq
5 papers · 2022–2025 · 3 conferences · across top CS/AI conferences
Achievements
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Keyword Pioneer
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Conference Polyglot
(3)
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Cross-Pollinator
(7)
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Interdisciplinary Bridge
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Hot Topic Early Bird
Conferences
NIPS (3)
AISTATS (1)
ICML (1)
Top co-authors
Keywords
contextual bandit
(2)
off-policy evaluation
(2)
uncertainty quantification
(1)
feature attribution
(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)
fairness-accuracy trade-off
(1)
predictive interval
(1)
off-policy prediction
(1)
Papers
Understanding Chain-of-Thought in LLMs through Information Theory
ICML 2025
Achievable Fairness on Your Data With Utility Guarantees
NIPS 2024
Marginal Density Ratio for Off-Policy Evaluation in Contextual Bandits
NIPS 2023
Manifold Restricted Interventional Shapley Values
AISTATS 2023
Conformal Off-Policy Prediction in Contextual Bandits
NIPS 2022