Ali Malik
5 papers · 2019–2024 · 4 venues · across top CS/AI venues
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Achievements
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Conference Polyglot ยท Bronze
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Academic Marathon ยท Sprint
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Interdisciplinary Bridge ยท Silver
๐บ๏ธ
Taxonomy Completionist
(13)
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Research topics
Keywords
model-based planning
(1)
reinforcement learning
(1)
sample efficiency
(1)
probabilistic modeling
(1)
uncertainty modeling
(1)
bayesian inference
(1)
item response theory
(1)
statistical query
(1)
model-based reinforcement learning
(1)
noise tolerance
(1)
additive noise
(1)
decision tree
(1)
adaptive adversary
(1)
policy alignment
(1)
uncertainty calibration
(1)
oblivious adversary
(1)
predictive uncertainty
(1)
adversarial noise
(1)
adaptive testing
(1)
language proficiency
(1)
Papers
From Tarzan to Tolkien: Controlling the Language Proficiency Level of LLMs for Content Generation
ACL 2024
On the power of adaptivity in statistical adversaries
COLT 2022
Popular decision tree algorithms are provably noise tolerant
ICML 2022
The Stanford Acuity Test: A Precise Vision Test Using Bayesian Techniques and a Discovery in Human Visual Response
AAAI 2020
Calibrated Model-Based Deep Reinforcement Learning
ICML 2019