Diagnosis of Pediatric Obstructive Sleep Apnea via Face Classification with Persistent Homology and Convolutional Neural Networks. - Milad Kiaee; Adam B. Kashlak; Jisu Kim; Giseon Heo (CoRR, 2019)

Diagnosis of Pediatric Obstructive Sleep Apnea via Face Shape Analysis. - Milad Kiaee; Adam B. Kashlak; Jisu Kim; Giseon Heo; Prachi Loliencar (IEEE BigData, 2021)

Non-asymptotic error controlled sparse high dimensional precision matrix estimation. - Adam B. Kashlak (J. Multivar. Anal., 2021)

A Reproducing Kernel Hilbert Space Framework for Functional Classification. - Peijun Sang; Adam B. Kashlak; Linglong Kong (J. Comput. Graph. Stat., 2023)

Topological Hidden Markov Models. - Adam B. Kashlak; Prachi Loliencar; Giseon Heo (J. Mach. Learn. Res., 2023)

Analytic Permutation Testing for Functional Data ANOVA. - Adam B. Kashlak; Sergii Myroshnychenko; Susanna Spektor (J. Comput. Graph. Stat., 2023)

Unsupervised Classification with a Family of Parsimonious Contaminated Shifted Asymmetric Laplace Mixtures. - Paul McLaughlin; Brian C. Franczak; Adam B. Kashlak (J. Classif., 2024)