Ali Malik
5 papers · 2019–2024 · 4 conferences · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge π§ Keyword Pioneer π Conference Polyglot (4) π Academic Marathon (5) π Cross-Pollinator (11)
π
Renaissance Researcher
(5)
πΊοΈ
Taxonomy Completionist
(11)
Conferences
ICML (2)
AAAI (1)
ACL (1)
COLT (1)
Top co-authors
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)
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)
visual acuity
(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