Katherine Tsai

Publications

Latent Multimodal Functional Graphical Model Estimation
Katherine Tsai, Boxin Zhao, Oluwasanmi Koyejo, Mladen Kolar
Journal of the American Statistical Association, 119(547), 2217–2229
arXiv DOI
High-Dimensional Markov-switching Ordinary Differential Processes
Katherine Tsai, Mladen Kolar, Sanmi Koyejo
Technical report
Preprint
Joint Gaussian Graphical Model Estimation: A Survey
Katherine Tsai, Oluwasanmi Koyejo, Mladen Kolar
WIREs Computational Statistics
arXiv URL DOI
A Nonconvex Framework for Structured Dynamic Covariance Recovery
Katherine Tsai, Mladen Kolar, Oluwasanmi Koyejo
Journal of Machine Learning Research
arXiv Code URL