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Luke Dicks

Orcid: 0000-0002-5278-4412

According to our database1, Luke Dicks authored at least 5 papers between 2021 and 2024.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of five.

Timeline

Legend:

Book 
In proceedings 
Article 
PhD thesis 
Dataset
Other 

Links

On csauthors.net:

Bibliography

2024
Explainable Gaussian processes: a loss landscape perspective.
[BibTeX]
[DOI]
Maximilian P. Niroomand
,
Luke Dicks
,
Edward O. Pyzer-Knapp
,
David J. Wales
Mach. Learn. Sci. Technol., 2024

TopSearch: a Python package for topographical analysis of machine learning models and physical systems.
[BibTeX]
[DOI]
Luke Dicks
,
Edward O. Pyzer-Knapp
J. Open Source Softw., 2024

2023
Evolution of K-means solution landscapes with the addition of dataset outliers and a robust clustering comparison measure for their analysis.
[BibTeX]
[DOI]
Luke Dicks
,
David J. Wales
CoRR, 2023

Physics Inspired Approaches Towards Understanding Gaussian Processes.
[BibTeX]
[DOI]
Maximilian P. Niroomand
,
Luke Dicks
,
Edward O. Pyzer-Knapp
,
David J. Wales
CoRR, 2023

2021
K-means landscapes: exploring clustering solution spaces using energy landscape theory
[BibTeX]
[DOI]
Luke Dicks
PhD thesis, 2021


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