GAN for Generating User-Specific Human Activity Data From An Incomplete Training Corpus. - Walter Gerych; Harrison Kim; Joshua DeOliveira; MaryClare Martin; Luke Buquicchio; Kavin Chandrasekaran; Abdulaziz Alajaji; Hamid Mansoor; Elke A. Rundensteiner; Emmanuel Agu (IEEE BigData, 2021)

HAR-CTGAN: A Mobile Sensor Data Generation Tool for Human Activity Recognition. - Joshua DeOliveira; Walter Gerych; Aruzhan Koshkarova; Elke A. Rundensteiner; Emmanuel Agu (IEEE Big Data, 2022)

GAN Stabilization Under Practical Training Assumptions. - Joshua DeOliveira; Walter Gerych; Elke A. Rundensteiner (IEEE Big Data, 2024)

The Surprising Effectiveness of Infinite-Width NTKs for Characterizing and Improving Model Training. - Joshua DeOliveira; Walter Gerych; Elke A. Rundensteiner (AAAI, 2025)

Agree to Disagree: Robust Anomaly Detection with Noisy Labels. - Dennis M. Hofmann; Peter M. VanNostrand; Lei Ma; Huayi Zhang; Joshua DeOliveira; Lei Cao 004; Elke A. Rundensteiner (Proc. ACM Manag. Data, 2025)