Robin Vandaele
Orcid: 0000-0001-8484-3002
According to our database1,
Robin Vandaele
authored at least 10 papers
between 2018 and 2024.
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Bibliography
2024
Incorporating Topological Priors Into Low-Dimensional Visualizations Through Topological Regularization.
IEEE Access, 2024
2023
Topological data analysis of thoracic radiographic images shows improved radiomics-based lung tumor histology prediction.
Patterns, January, 2023
2022
Proceedings of the Tenth International Conference on Learning Representations, 2022
The Curse Revisited: When are Distances Informative for the Ground Truth in Noisy High-Dimensional Data?
Proceedings of the International Conference on Artificial Intelligence and Statistics, 2022
2021
Pattern Recognit. Lett., 2021
The Curse Revisited: a Newly Quantified Concept of Meaningful Distances for Learning from High-Dimensional Noisy Data.
CoRR, 2021
2020
J. Mach. Learn. Res., 2020
Proceedings of the 25th International Conference on Pattern Recognition, 2020
2018
Local Topological Data Analysis to Uncover the Global Structure of Data Approaching Graph-Structured Topologies.
Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2018