Metric Space Magnitude for Evaluating the Diversity of Latent Representations

27 November 2023

Papers citing "Metric Space Magnitude for Evaluating the Diversity of Latent Representations"

6 / 6 papers shown

Title
No Metric to Rule Them All: Toward Principled Evaluations of Graph-Learning Datasets Corinna Coupette Jeremy Wayland Emily Simons Bastian Alexander Rieck 86 1 0 04 Feb 2025
Approximating Metric Magnitude of Point Sets R. Andreeva James Ward Primoz Skraba Jie Gao Rik Sarkar 23 1 0 06 Sep 2024
Mapping the Multiverse of Latent Representations Jeremy Wayland Corinna Coupette Bastian Alexander Rieck 53 7 0 02 Feb 2024
The Vendi Score: A Diversity Evaluation Metric for Machine Learning Dan Friedman Adji Bousso Dieng EGVM 94 109 0 05 Oct 2022
Diversity Enhancement via Magnitude Steve Huntsman 11 5 0 25 Jan 2022
On Evaluation Metrics for Graph Generative Models Rylee Thompson Boris Knyazev Elahe Ghalebi Jungtaek Kim Graham W. Taylor EGVM 40 41 0 24 Jan 2022