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Roman V. Krems
Publication Activity (10 Years)
Years Active: 2022-2023
Publications (10 Years): 5
Top Topics
Gaussian Process
Support Vector
Pairwise Distances
Kernel Classifiers
Top Venues
CoRR
Mach. Learn. Sci. Technol.
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Publications
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Yun-Wen Mao
,
Roman V. Krems
Efficient interpolation of molecular properties across chemical compound space with low-dimensional descriptors.
CoRR
(2023)
Jun Dai
,
Roman V. Krems
Neural network Gaussian processes as efficient models of potential energy surfaces for polyatomic molecules.
Mach. Learn. Sci. Technol.
4 (4) (2023)
Kasra Asnaashari
,
Roman V. Krems
Gradient domain machine learning with composite kernels: improving the accuracy of PES and force fields for large molecules.
Mach. Learn. Sci. Technol.
3 (1) (2022)
Elham Torabian
,
Roman V. Krems
Optimal quantum kernels for small data classification.
CoRR
(2022)
Jonas Jäger
,
Roman V. Krems
Universal expressiveness of variational quantum classifiers and quantum kernels for support vector machines.
CoRR
(2022)