🏢 University of Zurich
The Map Equation Goes Neural: Mapping Network Flows with Graph Neural Networks
·3312 words·16 mins·
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Machine Learning
Unsupervised Learning
🏢 University of Zurich
Neuromap leverages graph neural networks to optimize the map equation for community detection, achieving competitive performance and automatically determining the optimal number of clusters.
Physics-Regularized Multi-Modal Image Assimilation for Brain Tumor Localization
·2190 words·11 mins·
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AI Applications
Healthcare
🏢 University of Zurich
Physics-regularized multi-modal image assimilation improves brain tumor localization by integrating data-driven and physics-based cost functions, achieving state-of-the-art performance in capturing tu…
Algorithmic Collective Action in Recommender Systems: Promoting Songs by Reordering Playlists
·2640 words·13 mins·
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AI Applications
Music
🏢 University of Zurich
Fans can massively boost an artist’s song exposure on music streaming platforms by strategically placing it in their playlists, achieving up to 40x more recommendations.