Rule-Enhanced Penalized Regression by Column Generation using Rectangular Maximum Agreement. - Jonathan Eckstein; Noam Goldberg; Ai Kagawa (ICML, 2017)

REPR: Rule-Enhanced Penalized Regression. - Jonathan Eckstein; Ai Kagawa; Noam Goldberg (INFORMS J. Optim., 2019)

Co-design Center for Exascale Machine Learning Technologies (ExaLearn). - Francis J. Alexander; James A. Ang; Jenna A. Bilbrey; Jan Balewski; Tiernan Casey; Ryan Chard; Jong Choi 001; Sutanay Choudhury; Bert J. Debusschere; Anthony M. DeGennaro; Nikoli Dryden; J. Austin Ellis; et al. (Int. J. High Perform. Comput. Appl., 2021)

Transferable Graph Neural Fingerprint Models for Quick Response to Future Bio-Threats. - Wei Chen 043; Yihui Ren 001; Ai Kagawa; Matthew R. Carbone; Samuel Yen-Chi Chen; Xiaohui Qu; Shinjae Yoo; Austin Clyde; Arvind Ramanathan; Rick L. Stevens; Hubertus Van Dam; Deyu Lu (ICMLA, 2023)

Privacy-Preserving Federated Learning for Science: Challenges and Research Directions. - Kibaek Kim; Krishnan Raghavan; Olivera Kotevska; Matthieu Dorier; Ravi K. Madduri; Minseok Ryu; Todd S. Munson; Robert Ross; Thomas Flynn 001; Ai Kagawa; Byung-Jun Yoon; Christian Engelmann; et al. (IEEE Big Data, 2024)

Evidential Deep Learning for Probabilistic Modelling of Extreme Storm Events. - Ayush Khot; Xihaier Luo; Ai Kagawa; Shinjae Yoo (CoRR, 2024)