Alan Yang
3 papers · 2020–2022 · 3 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Bronze
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Research topics
Keywords
causal inference
(1)
structure learning
(1)
feature selection
(1)
conditional mutual information
(1)
gaussian graphical model
(1)
neural ordinary differential equation
(1)
input-to-state stability
(1)
markov equivalence
(1)
markov blanket
(1)
neural network
(1)
behavioral model
(1)
nearest neighbor estimator
(1)
directed graphical model
(1)
circuit modeling
(1)
iss-lyapunov function
(1)
Papers
Input-to-State Stable Neural Ordinary Differential Equations with Applications to Transient Modeling of Circuits
L4DC 2022
Characterizing Distribution Equivalence and Structure Learning for Cyclic and Acyclic Directed Graphs
ICML 2020
Model-Augmented Conditional Mutual Information Estimation for Feature Selection
UAI 2020