Importance Sampling for a Monte Carlo Matrix Multiplication Algorithm, with Application to Information Retrieval. - Sylvester David Eriksson-Bique; Mary Solbrig; Michael Stefanelli; Sarah Warkentin; Ralph Abbey; Ilse C. F. Ipsen (SIAM J. Sci. Comput., 2011)

Data Clustering via Principal Direction Gap Partitioning - Ralph Abbey; Jeremy Diepenbrock; Amy Nicole Langville; Carl Dean Meyer; Shaina Race; Dexin Zhou (CoRR, 2012)

A Distributed Decision Tree Algorithm and Its Implementation on Big Data Platforms. - Jingxiang Chen; Tao Wang; Ralph Abbey; Joseph Pingenot (DSAA, 2016)

High-Performance Support Vector Machines and Its Applications. - Taiping He; Tao Wang; Ralph Abbey; Joshua Griffin (CoRR, 2019)

An AI-Augmented Lesion Detection Framework For Liver Metastases With Model Interpretability. - Xin J. Hunt; Ralph Abbey; Ricky Tharrington; Joost Huiskens; Nina Wesdorp (CoRR, 2019)

dpmm: Differentially Private Marginal Models, a Library for Synthetic Tabular Data Generation. - Sofiane Mahiou; Amir Dizche; Reza Nazari; Xinmin Wu; Ralph Abbey; Jorge Silva; Georgi Ganev (CoRR, 2025)