Miro Dudik
9 papers · 2016–2026 · 2 venues · across top CS/AI venues
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Achievements
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🌍 Conference Polyglot · Bronze 🏃 Academic Marathon · Half 🌉 Interdisciplinary Bridge · Silver 🗺️ Taxonomy Completionist (22) 🐣 Hot Topic Early Bird
🧬
Topic Evolution
🏆
Keyword Champion
(2)
📈
Trend Setter
🔥
Unstoppable · Bronze
🌈
Renaissance Researcher
(5)
Venues
Top co-authors
Research topics
Machine Learning
(6)
Optimization & Theory
(4)
Artificial Intelligence
(3)
Reinforcement Learning
(3)
Applications · Reinforcement Learning
(3)
Learning Types
(3)
Mathematics & Optimization
(2)
Learning Paradigms
(2)
Data Science & Analytics
(1)
Deep Learning
(1)
Robotics
(1)
Applications · Robotics
(1)
Applications · Data Science & Analytics
(1)
Bayesian & Probabilistic
(1)
Core AI
(1)
Keywords
reinforcement learning
(2)
constrained reinforcement learning
(2)
learning to rank
(2)
regret bound
(2)
contextual bandit
(2)
convex constraint
(2)
curriculum learning
(1)
abstract simulator
(1)
chain-of-thought reasoning
(1)
sample complexity
(1)
policy learning
(1)
importance sampling
(1)
side information
(1)
supervised learning oracle
(1)
bayesian decision making
(1)
thompson sampling
(1)
transfer reinforcement learning
(1)
partial feedback
(1)
concave optimization
(1)
safe reinforcement learning
(1)
Papers
Learning to Reason with Curriculum I: Provable Benefits of Autocurriculum
COLT 2026
A Unified Model and Dimension for Interactive Estimation
NeurIPS 2023
Provably sample-efficient RL with side information about latent dynamics
NeurIPS 2022
Bayesian decision-making under misspecified priors with applications to meta-learning
NeurIPS 2021
Constrained episodic reinforcement learning in concave-convex and knapsack settings
NeurIPS 2020
Reinforcement Learning with Convex Constraints
NeurIPS 2019
A Decomposition of Forecast Error in Prediction Markets
NeurIPS 2017
Off-policy evaluation for slate recommendation
NeurIPS 2017
Contextual semibandits via supervised learning oracles
NeurIPS 2016