Y. Samuel Wang
6 papers · 2019–2026 · 4 venues · across top CS/AI venues
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Achievements
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🌍 Conference Polyglot · Bronze 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Silver 🗺️ Taxonomy Completionist (13) 🐣 Hot Topic Early Bird
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Topic Evolution
Venues
Top co-authors
Research topics
Machine Learning
(5)
Core Methods
(5)
Artificial Intelligence
(4)
Healthcare & Medicine
(3)
Mathematics & Optimization
(3)
Mathematics
(3)
Optimization & Theory
(3)
Bayesian & Probabilistic · Artificial Intelligence
(2)
Core AI
(2)
Research
(2)
Bayesian & Probabilistic · Machine Learning
(1)
Clinical
(1)
Learning Types
(1)
Keywords
functional data analysis
(2)
graph estimation
(2)
causal discovery
(2)
structural equation model
(2)
brain connectivity
(2)
functional graphical model
(2)
sensitivity analysis
(1)
directed graph
(1)
high-dimensional linear model
(1)
graphical model
(1)
gaussian graphical model
(1)
heavy-tailed distribution
(1)
single-cell sequencing
(1)
non-gaussian distribution
(1)
measurement error
(1)
residual randomization
(1)
non-gaussian data
(1)
latent confounding
(1)
bow-free acyclic graph
(1)
differential graph
(1)
Papers
Robust estimation of graphical models with measurement error: False discovery control and sensitivity analysis
UAI 2026
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
NeurIPS 2019