Songyao Jin
4 papers · 2024–2024 · 2 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Silver
Venues
Top co-authors
Research topics
Keywords
latent variable
(3)
causal discovery
(2)
statistical independence
(1)
covariance matrix
(1)
causal structure
(1)
conditional independence
(1)
parameter identifiability
(1)
graphical model
(1)
state transition
(1)
markov decision process
(1)
linear causal model
(1)
latent factor
(1)
causal graph
(1)
markov equivalence class
(1)
linear non-gaussian acyclic model
(1)
partially observed data
(1)
high-order statistics
(1)
likelihood-based estimation
(1)
individualized policy
(1)
Papers
A Versatile Causal Discovery Framework to Allow Causally-Related Hidden Variables
ICLR 2024
Identifying Latent State-Transition Processes for Individualized Reinforcement Learning
NeurIPS 2024
On the Parameter Identifiability of Partially Observed Linear Causal Models
NeurIPS 2024
Structural Estimation of Partially Observed Linear Non-Gaussian Acyclic Model: A Practical Approach with Identifiability
ICLR 2024