Rose K. Cersonsky

Publication Activity (10 Years)

Years Active: 2020-2021
Publications (10 Years): 5

Top Topics

Feature Selection

Support Vector Machines For Classification

Regression Coefficients

Top Venues

Mach. Learn. Sci. Technol.

J. Open Source Softw.

Publications

Rose K. Cersonsky, Benjamin A. Helfrecht, Edgar A. Engel, Sergei Kliavinek, Michele Ceriotti
Improving sample and feature selection with principal covariates regression. Mach. Learn. Sci. Technol. 2 (3) (2021)
Benjamin A. Helfrecht, Rose K. Cersonsky, Guillaume Fraux, Michele Ceriotti
Structure-Property Maps with Kernel Principal Covariates Regression. CoRR (2020)
Guillaume Fraux, Rose K. Cersonsky, Michele Ceriotti
Chemiscope: interactive structure-property explorer for materials and molecules. J. Open Source Softw. 5 (51) (2020)
Benjamin A. Helfrecht, Rose K. Cersonsky, Guillaume Fraux, Michele Ceriotti
Structure-property maps with Kernel principal covariates regression. Mach. Learn. Sci. Technol. 1 (4) (2020)
Rose K. Cersonsky, Benjamin A. Helfrecht, Edgar A. Engel, Michele Ceriotti
Improving Sample and Feature Selection with Principal Covariates Regression. CoRR (2020)