Miro Dudik
8 papers · 2016–2023 · 1 conference · across top CS/AI conferences
Achievements
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π Academic Marathon (7) π£ Hot Topic Early Bird π Cross-Pollinator (13) π Renaissance Researcher (6) π Interdisciplinary Bridge
πΊοΈ
Taxonomy Completionist
(19)
π§
Keyword Pioneer
π₯
Unstoppable
(5)
π
Trend Setter
Conferences
NIPS (8)
Top co-authors
Keywords
regret bound
(2)
contextual bandit
(2)
convex constraint
(2)
learning to rank
(2)
constrained reinforcement learning
(2)
transfer learning
(1)
sample complexity
(1)
policy learning
(1)
importance sampling
(1)
side information
(1)
thompson sampling
(1)
transfer reinforcement learning
(1)
partial feedback
(1)
concave optimization
(1)
safe reinforcement learning
(1)
combinatorial bandit
(1)
latent dynamics
(1)
sampling error
(1)
prediction market
(1)
statistical query learning
(1)
Papers
A Unified Model and Dimension for Interactive Estimation
NIPS 2023
Provably sample-efficient RL with side information about latent dynamics
NIPS 2022
Bayesian decision-making under misspecified priors with applications to meta-learning
NIPS 2021
Constrained episodic reinforcement learning in concave-convex and knapsack settings
NIPS 2020
Reinforcement Learning with Convex Constraints
NIPS 2019
A Decomposition of Forecast Error in Prediction Markets
NIPS 2017
Off-policy evaluation for slate recommendation
NIPS 2017
Contextual semibandits via supervised learning oracles
NIPS 2016