Peter J. Castaldi

Publication Activity (10 Years)

Years Active: 2011-2023
Publications (10 Years): 12

Top Topics

Bayesian Nonparametric

Chronic Obstructive Pulmonary Disease

Finite Mixture Models

Top Venues

PLoS Comput. Biol.

Publications

Aria Masoomi, Davin Hill, Zhonghui Xu, Craig P. Hersh, Edwin K. Silverman, Peter J. Castaldi, Stratis Ioannidis, Jennifer G. Dy
Explanations of Black-Box Models based on Directional Feature Interactions. CoRR (2023)
Aria Masoomi, Davin Hill, Zhonghui Xu, Craig P. Hersh, Edwin K. Silverman, Peter J. Castaldi, Stratis Ioannidis, Jennifer G. Dy
Explanations of Black-Box Models based on Directional Feature Interactions. ICLR (2022)
Zifeng Wang, Aria Masoomi, Zhonghui Xu, Adel Boueiz, Sool Lee, Tingting Zhao, Russell Bowler, Michael H. Cho, Edwin K. Silverman, Craig P. Hersh, Jennifer G. Dy, Peter J. Castaldi
Improved prediction of smoking status via isoform-aware RNA-seq deep learning models. PLoS Comput. Biol. 17 (10) (2021)
Aria Masoomi, Chieh Wu, Tingting Zhao, Zifeng Wang, Peter J. Castaldi, Jennifer G. Dy
Instance-wise Feature Grouping. NeurIPS (2020)
W. Jenny Shi, Yonghua Zhuang, Pamela H. Russell, Brian Hobbs, Margaret M. Parker, Peter J. Castaldi, Pratyaydipta Rudra, Brian Vestal, Craig P. Hersh, Laura M. Saba, Katerina Kechris
Unsupervised discovery of phenotype-specific multi-omics networks. Bioinform. 35 (21) (2019)
Junxiang Chen, Yale Chang, Peter J. Castaldi, Michael H. Cho, Brian Hobbs, Jennifer G. Dy
Crowdclustering with Partition Labels. AISTATS (2018)
James C. Ross, Peter J. Castaldi, Michael H. Cho, Junxiang Chen, Yale Chang, Jennifer G. Dy, Edwin K. Silverman, George R. Washko, Raúl San José Estépar
A Bayesian Nonparametric Model for Disease Subtyping: Application to Emphysema Phenotypes. IEEE Trans. Medical Imaging 36 (1) (2017)
Yale Chang, Junxiang Chen, Michael H. Cho, Peter J. Castaldi, Edwin K. Silverman, Jennifer G. Dy
Multiple Clustering Views from Multiple Uncertain Experts. ICML (2017)
Yale Chang, Junxiang Chen, Michael H. Cho, Peter J. Castaldi, Edwin K. Silverman, Jennifer G. Dy
Clustering from Multiple Uncertain Experts. AISTATS (2017)
Yale Chang, Junxiang Chen, Michael H. Cho, Peter J. Castaldi, Edwin K. Silverman, Jennifer G. Dy
Clustering with Domain-Specific Usefulness Scores. SDM (2017)
John Platig, Peter J. Castaldi, Dawn L. DeMeo, John Quackenbush
Bipartite Community Structure of eQTLs. PLoS Comput. Biol. 12 (9) (2016)
Junxiang Chen, Yale Chang, Brian Hobbs, Peter J. Castaldi, Michael H. Cho, Edwin K. Silverman, Jennifer G. Dy
Interpretable Clustering via Discriminative Rectangle Mixture Model. ICDM (2016)
Jen-hwa Chu, Craig P. Hersh, Peter J. Castaldi, Michael H. Cho, Benjamin A. Raby, Nan M. Laird, Russell Bowler, Stephen I. Rennard, Joseph Loscalzo, John Quackenbush, Edwin K. Silverman
Analyzing networks of phenotypes in complex diseases: methodology and applications in COPD. BMC Syst. Biol. 8 (2014)
James C. Ross, Peter J. Castaldi, Michael H. Cho, Jennifer G. Dy
Dual beta process priors for latent cluster discovery in chronic obstructive pulmonary disease. KDD (2014)
Peter J. Castaldi, Issa J. Dahabreh, John P. A. Ioannidis
An empirical assessment of validation practices for molecular classifiers. Briefings Bioinform. 12 (3) (2011)