Clustering of Nonnegative Data and an Application to Matrix Completion. - Christopher Strohmeier; Deanna Needell (ICASSP, 2020)

Applications of Online Nonnegative Matrix Factorization to Image and Time-Series Data. - Hanbaek Lyu; Georg Menz; Deanna Needell; Christopher Strohmeier (ITA, 2020)

COVID-19 Time-series Prediction by Joint Dictionary Learning and Online NMF. - Hanbaek Lyu; Christopher Strohmeier; Georg Menz; Deanna Needell (CoRR, 2020)

Online nonnegative tensor factorization and CP-dictionary learning for Markovian data. - Christopher Strohmeier; Hanbaek Lyu; Deanna Needell (CoRR, 2020)

Online Nonnegative CP-dictionary Learning for Markovian Data. - Hanbaek Lyu; Christopher Strohmeier; Deanna Needell (J. Mach. Learn. Res., 2022)