Maximilian P. Niroomand

Publication Activity (10 Years)

Years Active: 2022-2023
Publications (10 Years): 4

Top Topics

Machine Learning

Gaussian Process

Top Venues

Mach. Learn. Sci. Technol.

Publications

Maximilian P. Niroomand, David J. Wales
Physics-Inspired Interpretability Of Machine Learning Models. CoRR (2023)
Maximilian P. Niroomand, Luke Dicks, Edward O. Pyzer-Knapp, David J. Wales
Physics Inspired Approaches Towards Understanding Gaussian Processes. CoRR (2023)
Maximilian P. Niroomand, John W. R. Morgan, Conor T. Cafolla, David J. Wales
On the capacity and superposition of minima in neural network loss function landscapes. Mach. Learn. Sci. Technol. 3 (2) (2022)
Maximilian P. Niroomand, Conor T. Cafolla, John W. R. Morgan, David J. Wales
Characterising the area under the curve loss function landscape. Mach. Learn. Sci. Technol. 3 (1) (2022)