Dhruv Madeka
4 papers · 2022–2025 · 4 venues · across top CS/AI venues
Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.
Achievements
Jump to papers ↓
🌍
Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Bronze
🗺️
Taxonomy Completionist
(13)
Venues
Top co-authors
Research topics
Machine Learning
(3)
Optimization & Theory
(3)
Artificial Intelligence
(2)
Natural Language Processing
(2)
Deep Learning
(1)
Reinforcement Learning
(1)
Core AI
(1)
Generation
(1)
Learning Paradigms
(1)
Learning Types · Machine Learning
(1)
Learning Types · Deep Learning
(1)
Methods
(1)
Models
(1)
Resources & Methods
(1)
Keywords
sample complexity
(2)
reinforcement learning
(2)
imitation learning
(1)
policy optimization
(1)
uncertainty quantification
(1)
knowledge distillation
(1)
in-context learning
(1)
text generation
(1)
policy learning
(1)
instruction following
(1)
markov decision process
(1)
linear function approximation
(1)
language model
(1)
chain-of-thought prompting
(1)
expert queries
(1)
linear value approximation
(1)
teacher-student gap
(1)
interleaved sampling
(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
NeurIPS 2022