Maximilian P. Niroomand

According to our database, Maximilian P. Niroomand authored at least 5 papers between 2022 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2024

Explainable Gaussian processes: a loss landscape perspective.

Maximilian P. Niroomand, Luke Dicks, Edward O. Pyzer-Knapp, David J. Wales

Mach. Learn. Sci. Technol., 2024

2023

Physics Inspired Approaches Towards Understanding Gaussian Processes.

Maximilian P. Niroomand, Luke Dicks, Edward O. Pyzer-Knapp, David J. Wales

CoRR, 2023

Physics-Inspired Interpretability Of Machine Learning Models.

Maximilian P. Niroomand, David J. Wales

CoRR, 2023

2022

On the capacity and superposition of minima in neural network loss function landscapes.

Maximilian P. Niroomand, John W. R. Morgan, Conor T. Cafolla, David J. Wales

Mach. Learn. Sci. Technol., 2022

Characterising the area under the curve loss function landscape.

Maximilian P. Niroomand, Conor T. Cafolla, John W. R. Morgan, David J. Wales

Mach. Learn. Sci. Technol., 2022