Guillaume Fraux

Publication Activity (10 Years)

Years Active: 2020-2022
Publications (10 Years): 6

Top Topics

Learning Scheme

Canonical Correlation Analysis

Top Venues

Mach. Learn. Sci. Technol.

J. Chem. Inf. Model.

J. Open Source Softw.

Publications

Jigyasa Nigam, Guillaume Fraux, Michele Ceriotti
Unified theory of atom-centered representations and graph convolutional machine-learning schemes. CoRR (2022)
Alexander Goscinski, Guillaume Fraux, Giulio Imbalzano, Michele Ceriotti
The role of feature space in atomistic learning. Mach. Learn. Sci. Technol. 2 (2) (2021)
Benjamin A. Helfrecht, Rose K. Cersonsky, Guillaume Fraux, Michele Ceriotti
Structure-Property Maps with Kernel Principal Covariates Regression. CoRR (2020)
Jonathan Fine, Matthew Muhoberac, Guillaume Fraux, Gaurav Chopra
DUBS: A Framework for Developing Directory of Useful Benchmarking Sets for Virtual Screening. J. Chem. Inf. Model. 60 (9) (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)