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Changwoo J. Lee
Postdoc, Duke University
Joined
November 2020
Names
Changwoo J. Lee
(Preferred)
,
Changwoo Lee
,
Changwoo J Lee
Emails
****@stat.tamu.edu
(Confirmed)
,
****@duke.edu
(Confirmed)
Personal Links
Homepage
Google Scholar
DBLP
ORCID
LinkedIn
Career & Education History
Postdoc
Duke University
(duke.edu)
2024
–
Present
PhD student
Texas A&M University
(tamu.edu)
2019
–
2024
Undergrad student
Korea University
(korea.ac.kr)
2012
–
2019
Advisors, Relations & Conflicts
Postdoc Advisor
David Dunson
2024
–
Present
PhD Advisor
Huiyan Sang
2019
–
2024
Expertise
Bayesian
Present
Statistical machine learning
Present
Spatial statistics
Present
Clustering
Present
Publications
Scalable and robust regression models for continuous proportional data
Changwoo J. Lee
,
Benjamin K. Dahl
,
Otso Ovaskainen
,
David B. Dunson
Journal of the American Statistical Association
Readers:
Everyone
Logistic-Beta Processes for Dependent Random Probabilities with Beta Marginals
Changwoo J. Lee
,
Alessandro Zito
,
Huiyan Sang
,
David Dunson
Bayesian Analysis
Readers:
Everyone
Transformers Can Learn Posterior Predictive Distributions In-Context
Gyeonghun Kang
,
Changwoo J. Lee
,
Xiang Cheng
ICML 2026 regular
Readers:
Everyone
A scalable two-stage Bayesian approach accounting for exposure measurement error in environmental epidemiology
Changwoo J Lee
,
Elaine Symanski
,
Amal Rammah
,
Dong Hun Kang
,
Philip K Hopke
,
Eun Sug Park
Biostatistics
Readers:
Everyone
Rapidly Mixing Multiple-try Metropolis Algorithms for Model Selection Problems
Hyunwoong Chang
,
Changwoo J. Lee
,
Zhao Tang Luo
,
Huiyan Sang
,
Quan Zhou
Published: 31 Oct 2022, Last Modified: 30 Dec 2022
NeurIPS 2022 Accept
Readers:
Everyone
Why the Rich Get Richer? On the Balancedness of Random Partition Models
Changwoo J. Lee
,
Huiyan Sang
ICML 2022
Readers:
Everyone
Rapidly Mixing Multiple-try Metropolis Algorithms for Model Selection Problems
Hyunwoong Chang
,
Changwoo J. Lee
,
Zhao Tang Luo
,
Huiyan Sang
,
Quan Zhou
NeurIPS 2022
Readers:
Everyone
Why the Rich Get Richer? On the Balancedness of Random Partition Models
Changwoo J. Lee
,
Huiyan Sang
2022 (modified: 08 May 2022)
CoRR 2022
Readers:
Everyone
T-LoHo: A Bayesian Regularization Model for Structured Sparsity and Smoothness on Graphs
Changwoo J. Lee
,
Zhao Tang Luo
,
Huiyan Sang
Published: 09 Nov 2021, Last Modified: 05 May 2023
NeurIPS 2021 Poster
Readers:
Everyone
T-LoHo: A Bayesian Regularization Model for Structured Sparsity and Smoothness on Graphs
Changwoo J. Lee
,
Zhao Tang Luo
,
Huiyan Sang
2021 (modified: 08 May 2022)
NeurIPS 2021
Readers:
Everyone
Co-Authors
Alessandro Zito
Amal Rammah
Benjamin K. Dahl
David B. Dunson
David Dunson
Dong Hun Kang
Elaine Symanski
Eun Sug Park
Gyeonghun Kang
Huiyan Sang
Hyunwoong Chang
Otso Ovaskainen
Philip K Hopke
Quan Zhou
Xiang Cheng
Zhao Tang Luo