Munther Dahleh
6 papers · 2014–2025 · 5 conferences · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge π§ Keyword Pioneer π Conference Polyglot (5) π Academic Marathon (11) π Cross-Pollinator (6)
πΊοΈ
Taxonomy Completionist
(13)
Conferences
NIPS (2)
AAAI (1)
COLT (1)
JMLR (1)
L4DC (1)
Top co-authors
Research topics
Keywords
markov decision process
(2)
causal inference
(1)
representation learning
(1)
reinforcement learning
(1)
policy evaluation
(1)
state abstraction
(1)
online learning
(1)
sample complexity
(1)
tensor decomposition
(1)
signal reconstruction
(1)
state representation
(1)
matrix completion
(1)
real-time decoding
(1)
neuronal encoding
(1)
spike decoding
(1)
integrate-and-fire neuron
(1)
latent confounder
(1)
potential outcome
(1)
missing not at random
(1)
system dynamics
(1)
Papers
Finite Sample Analysis of Tensor Decomposition for Learning Mixtures of Linear Systems
L4DC 2025
Sample Efficient Reinforcement Learning with Partial Dynamics Knowledge
AAAI 2024
SAMoSSA: Multivariate Singular Spectrum Analysis with Stochastic Autoregressive Noise
NIPS 2023
Causal Matrix Completion
COLT 2023
Learning Good State and Action Representations for Markov Decision Process via Tensor Decomposition
JMLR 2023
Real-Time Decoding of an Integrate and Fire Encoder
NIPS 2014