Benjamin A. Helfrecht

Publication Activity (10 Years)

Years Active: 2019-2021
Publications (10 Years): 5

Top Topics

Support Vector Machines For Classification

Regression Coefficients

Feature Selection

Top Venues

Mach. Learn. Sci. Technol.

Comput. Phys. Commun.

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)
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)
Venkat Kapil, Mariana Rossi, Ondrej Marsalek, Riccardo Petraglia, Yair Litman, Thomas Spura, Bingqing Cheng, Alice Cuzzocrea, Robert H. Meißner, David M. Wilkins, Benjamin A. Helfrecht, Przemyslaw Juda, Sébastien P. Bienvenue, Wei Fang, Jan Kessler, Igor Poltavsky, Steven Vandenbrande, Jelle Wieme, Michele Ceriotti
i-PI 2.0: A universal force engine for advanced molecular simulations. Comput. Phys. Commun. 236 (2019)