Systematic Analysis of Cluster Similarity Indices: Towards Bias-free Cluster Validation. - Martijn Gösgens; Liudmila Prokhorenkova; Alexey Tikhonov (CoRR, 2019)

Systematic Analysis of Cluster Similarity Indices: How to Validate Validation Measures. - Martijn Gösgens; Alexey Tikhonov; Liudmila Prokhorenkova (ICML, 2021)

Good Classification Measures and How to Find Them. - Martijn Gösgens; Anton Zhiyanov; Aleksey Tikhonov; Liudmila Prokhorenkova (NeurIPS, 2021)

Good Classification Measures and How to Find Them. - Martijn Gösgens; Anton Zhiyanov; Alexey Tikhonov; Liudmila Prokhorenkova (CoRR, 2022)

Correcting for Granularity Bias in Modularity-Based Community Detection Methods. - Martijn Gösgens; Remco van der Hofstad; Nelly Litvak (WAW, 2023)

The Projection Method: a Unified Formalism for Community Detection. - Martijn Gösgens; Remco van der Hofstad; Nelly Litvak (CoRR, 2023)

The Hyperspherical Geometry of Community Detection: Modularity as a Distance. - Martijn Gösgens; Remco van der Hofstad; Nelly Litvak (J. Mach. Learn. Res., 2023)

Evaluating Graph Generative Models with Graph Kernels: What Structural Characteristics Are Captured? - Martijn Gösgens; Alexey Tikhonov; Liudmila Prokhorenkova (Trans. Mach. Learn. Res., 2024)

Recovering Small Communities in the Planted Partition Model. - Martijn Gösgens; Maximilien Dreveton (CoRR, 2025)