Minimum entropy collaborative groupings: A tool for an automatic heterogeneous learning group formation

T Vallès-Català, R Palau - Plos one, 2023 - journals.plos.org
For some decades now, theories on learning methodologies have advocated collaborative
learning due to its good results in terms of effectiveness and learning types and its …

Variational Bayesian inference for bipartite mixed-membership stochastic block model with applications to collaborative filtering

J Liu, Z Ye, K Chen, P Zhang - Computational Statistics & Data Analysis, 2024 - Elsevier
A network-based method applied to collaborative filtering in recommender systems is
introduced in this paper. Specifically, a novel mixed-membership stochastic block model …

Topic Modeling Methods for the Analysis of Gene Expression Data

F Valle - 2023 - iris.unito.it
Topic modeling is a widely used approach to extract relevant information from large
datasets. Recently the problem of finding a latent structure in a dataset was mapped to the …