2 papers
cs.SI2024
Augmented Degree Correction for Bipartite Networks with Applications to Recommender Systems
Benjamin Leinwand, Vladas Pipiras
In recommender systems, users rate items, and are subsequently served other product recommendations based on these ratings. Even though users usually rate a tiny percentage of the…
physics.soc-ph2024
ACRONYM: Augmented degree corrected, Community Reticulated Organized Network Yielding Model
Benjamin Leinwand, Vince Lyzinski
Modeling networks can serve as a means of summarizing high-dimensional complex systems. Adapting an approach devised for dense, weighted networks, we propose a new method for gener…