Leo L. Duan
5 papers · 2018–2025 · 1 venue · across top CS/AI venues
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Achievements
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🏃
Academic Marathon · Sprint
🌉
Interdisciplinary Bridge · Bronze
🗺️
Taxonomy Completionist
(13)
🐣
Hot Topic Early Bird
Venues
Top co-authors
Research topics
Machine Learning
(4)
Mathematics & Optimization
(3)
Optimization & Theory
(3)
Artificial Intelligence
(2)
Bayesian & Probabilistic · Artificial Intelligence
(2)
Bayesian & Probabilistic · Machine Learning
(2)
Core Methods
(2)
Optimization
(2)
Data Science & Analytics
(1)
Healthcare & Medicine
(1)
Applications
(1)
Learning Types
(1)
Mathematics
(1)
Research
(1)
Keywords
bayesian inference
(4)
markov chain monte carlo
(2)
metropolis-hastings algorithm
(2)
uncertainty quantification
(1)
data augmentation
(1)
posterior sampling
(1)
dimension reduction
(1)
covariance matrix
(1)
model-based clustering
(1)
low-rank matrix
(1)
gibbs sampler
(1)
mixing time
(1)
spanning tree
(1)
pairwise distance
(1)
gaussian graphical model
(1)
variational baye
(1)
simplex coordinate
(1)
distance clustering
(1)
monte carlo error
(1)
approximate posterior sample
(1)
Papers
Graph-accelerated Markov Chain Monte Carlo using Approximate Samples
JMLR 2025
Bayesian Spanning Tree: Estimating the Backbone of the Dependence Graph
JMLR 2023
Bayesian Distance Clustering
JMLR 2021
Latent Simplex Position Model: High Dimensional Multi-view Clustering with Uncertainty Quantification
JMLR 2020
Scaling up Data Augmentation MCMC via Calibration
JMLR 2018