AdaOja: Adaptive Learning Rates for Streaming PCA. - Amelia Henriksen; Rachel A. Ward (CoRR, 2019)

Learning to Forecast Dynamical Systems from Streaming Data. - Dimitris Giannakis; Amelia Henriksen; Joel A. Tropp; Rachel A. Ward (CoRR, 2021)

Hierarchical partition of unity networks: fast multilevel training. - Nathaniel Trask; Amelia Henriksen; Carianne Martinez; Eric C. Cyr (MSML, 2022)

Learning to Forecast Dynamical Systems from Streaming Data. - Dimitrios Giannakis; Amelia Henriksen; Joel A. Tropp; Rachel A. Ward (SIAM J. Appl. Dyn. Syst., 2023)

Sharing is Caring: A Practical Guide to FAIR(ER) Open Data Release. - Amelia Henriksen; Miranda Mundt (KDD, 2024)