Vandaele, Robin

4 publications

AISTATS 2022 The Curse Revisited: When Are Distances Informative for the Ground Truth in Noisy High-Dimensional Data? Robin Vandaele, Bo Kang, Tijl De Bie, Yvan Saeys

ICLR 2022 Topologically Regularized Data Embeddings Robin Vandaele, Bo Kang, Jefrey Lijffijt, Tijl De Bie, Yvan Saeys

JMLR 2020 Mining Topological Structure in Graphs Through Forest Representations Robin Vandaele, Yvan Saeys, Tijl De Bie

ECML-PKDD 2018 Local Topological Data Analysis to Uncover the Global Structure of Data Approaching Graph-Structured Topologies Robin Vandaele, Tijl De Bie, Yvan Saeys