3 papers
stat.ME2026
Model Selection for SLOPE Models: A Bayesian Perspective
Fabio Feser, Marina Evangelou
Sorted Penalized Estimation (SLOPE) models, that perform either variable or group selection, control the false discovery rate (FDR) under orthogonal settings with known no…
stat.ME2025
Multi-view biclustering via non-negative matrix tri-factorisation
Ella S. C. Orme, Theodoulos Rodosthenous, Marina Evangelou
Multi-view data is ever more apparent as methods for production, collection and storage of data become more feasible both practically and fiscally. However, not all features are re…
stat.ML2024
Correlating Variational Autoencoders Natively For Multi-View Imputation
Ella S. C. Orme, Marina Evangelou, Ulrich Paquet
Multi-view data from the same source often exhibit correlation. This is mirrored in correlation between the latent spaces of separate variational autoencoders (VAEs) trained on eac…