Nathan Dahlin
4 papers · 2023–2025 · 3 conferences · across top CS/AI conferences
Achievements
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🌍
Conference Polyglot
(3)
🐝
Cross-Pollinator
(14)
🌉
Interdisciplinary Bridge
🧭
Keyword Pioneer
Conferences
AAAI (2)
ICML (1)
L4DC (1)
Top co-authors
Keywords
reproducing kernel hilbert space
(2)
sparse learning
(1)
sample complexity
(1)
markov decision process
(1)
value iteration
(1)
offline learning
(1)
dynamical system
(1)
normalizing flow
(1)
operator learning
(1)
transfer operator
(1)
conditional density estimation
(1)
conditional mean embedding
(1)
decentralized learning
(1)
koopman operator
(1)
markov balance
(1)
conditional normalizing flow
(1)
imitation learning
(1)
transition dynamics estimation
(1)
Papers
Markov Balance Satisfaction Improves Performance in Strictly Batch Offline Imitation Learning
AAAI 2025
Conditional Kernel Imitation Learning for Continuous State Environments
L4DC 2025
Compressed Decentralized Learning of Conditional Mean Embedding Operators in Reproducing Kernel Hilbert Spaces
AAAI 2023
Sparse Learning of Dynamical Systems in RKHS: An Operator-Theoretic Approach
ICML 2023