Dhruv Madeka
4 papers · 2022–2025 · 4 conferences · across top CS/AI conferences
Achievements
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π
Conference Polyglot
(4)
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Interdisciplinary Bridge
πΊοΈ
Taxonomy Completionist
(10)
π§
Keyword Pioneer
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Cross-Pollinator
(15)
Conferences
ALT (1)
ICLR (1)
NAACL (1)
NIPS (1)
Top co-authors
Keywords
sample complexity
(2)
reinforcement learning
(2)
imitation learning
(1)
policy optimization
(1)
uncertainty quantification
(1)
in-context learning
(1)
policy learning
(1)
markov decision process
(1)
linear function approximation
(1)
language model
(1)
chain-of-thought prompting
(1)
expert queries
(1)
linear value approximation
(1)
sample efficiency
(1)
Papers
Speculative Knowledge Distillation: Bridging the Teacher-Student Gap Through Interleaved Sampling
ICLR 2025
A Study on the Calibration of In-context Learning
NAACL 2024
Linear Reinforcement Learning with Ball Structure Action Space
ALT 2023
A Few Expert Queries Suffices for Sample-Efficient RL with Resets and Linear Value Approximation
NIPS 2022