Y. Samuel Wang
5 papers · 2019–2025 · 4 conferences · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge π§ Keyword Pioneer π Conference Polyglot (4) π Academic Marathon (6) π Cross-Pollinator (12)
πΊοΈ
Taxonomy Completionist
(13)
Conferences
JMLR (2)
ICML (1)
NIPS (1)
UAI (1)
Top co-authors
Keywords
graph estimation
(2)
brain connectivity
(2)
functional data analysis
(2)
functional graphical model
(2)
high-dimensional regression
(1)
high-dimensional analysis
(1)
high-dimensional linear model
(1)
graphical model
(1)
structural equation model
(1)
heavy-tailed distribution
(1)
residual randomization
(1)
non-gaussian datum
(1)
latent confounding
(1)
bow-free acyclic graph
(1)
differential graph
(1)
eeg datum
(1)
statistical inference
(1)
heavy-tailed covariate
(1)
causal discovery
(1)
high-dimensional estimation
(1)
Papers
Causal Discovery for Linear Non-Gaussian Models with Disjoint Cycles
UAI 2025
Causal Discovery with Unobserved Confounding and Non-Gaussian Data
JMLR 2023
FuDGE: A Method to Estimate a Functional Differential Graph in a High-Dimensional Setting
JMLR 2022
Robust Inference for High-Dimensional Linear Models via Residual Randomization
ICML 2021
Direct Estimation of Differential Functional Graphical Models
NIPS 2019