Rose K. Cersonsky

According to our database, Rose K. Cersonsky authored at least 7 papers between 2020 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2026

Interpretable visualizations of data spaces for classification problems.

Christian Jorgensen, Arthur Yan Lin, Rhushil Vasavada, Rose K. Cersonsky

Mach. Learn. Sci. Technol., 2026

2025

AniSOAP: Machine Learning Representations for Coarse-grained and Non-spherical Systems.

Arthur Yan Lin, Lucas Ortengren, Seonwoo Hwang, Yong-Cheol Cho, Jigyasa Nigam, Rose K. Cersonsky

J. Open Source Softw., July, 2025

Interpretable Visualizations of Data Spaces for Classification Problems.

Christian Jorgensen, Arthur Yan Lin, Rose K. Cersonsky

CoRR, March, 2025

2021

Improving sample and feature selection with principal covariates regression.

Rose K. Cersonsky, Benjamin A. Helfrecht, Edgar A. Engel, Sergei Kliavinek, Michele Ceriotti

Mach. Learn. Sci. Technol., September, 2021

2020

Structure-property maps with Kernel principal covariates regression.

Benjamin A. Helfrecht, Rose K. Cersonsky, Guillaume Fraux, Michele Ceriotti

Mach. Learn. Sci. Technol., 2020

Chemiscope: interactive structure-property explorer for materials and molecules.

Guillaume Fraux, Rose K. Cersonsky, Michele Ceriotti

J. Open Source Softw., 2020

Improving Sample and Feature Selection with Principal Covariates Regression.

Rose K. Cersonsky, Benjamin A. Helfrecht, Edgar A. Engel, Michele Ceriotti

CoRR, 2020