Martijn Gösgens

Publication Activity (10 Years)

Years Active: 2019-2023
Publications (10 Years): 8

Top Topics

Community Detection

Real World Networks

Projection Method

Top Venues

J. Mach. Learn. Res.

Publications

Martijn Gösgens, Remco van der Hofstad, Nelly Litvak
The Hyperspherical Geometry of Community Detection: Modularity as a Distance. J. Mach. Learn. Res. 24 (2023)
Martijn Gösgens, Remco van der Hofstad, Nelly Litvak
Correcting for Granularity Bias in Modularity-Based Community Detection Methods. WAW (2023)
Martijn Gösgens, Remco van der Hofstad, Nelly Litvak
The Projection Method: a Unified Formalism for Community Detection. CoRR (2023)
Martijn Gösgens, Anton Zhiyanov, Alexey Tikhonov, Liudmila Prokhorenkova
Good Classification Measures and How to Find Them. CoRR (2022)
Martijn Gösgens, Alexey Tikhonov, Liudmila Prokhorenkova
Systematic Analysis of Cluster Similarity Indices: How to Validate Validation Measures. ICML (2021)
Martijn Gösgens, Remco van der Hofstad, Nelly Litvak
The Hyperspherical Geometry of Community Detection: Modularity as a Distance. CoRR (2021)
Martijn Gösgens, Anton Zhiyanov, Aleksey Tikhonov, Liudmila Prokhorenkova
Good Classification Measures and How to Find Them. NeurIPS (2021)
Martijn Gösgens, Liudmila Prokhorenkova, Alexey Tikhonov
Systematic Analysis of Cluster Similarity Indices: Towards Bias-free Cluster Validation. CoRR (2019)