2 citations · 2 across the 2 of their papers we have counts for
3 papers
Interpretable factorization of clinical questionnaires to identify latent factors of psychopathology
Ka Chun Lam, Francisco Pereira, Bridget W Mahony +1
Psychiatry research seeks to understand the manifestations of psychopathology in behavior, as measured in questionnaire data, by identifying a small number of latent factors that e…
Similarity-based representation factorization for revealing interpretable dimensions in representational data
Florian P. Mahner, Ka Chun Lam, Francisco Pereira +1
The study of representations is widespread across fields, including neuroscience, psychology, and artificial intelligence. While representations are often studied and compared thro…
More Experts Than Galaxies: Conditionally-overlapping Experts With Biologically-Inspired Fixed Routing
Sagi Shaier, Francisco Pereira, Katharina von der Wense +2
The evolution of biological neural systems has led to both modularity and sparse coding, which enables energy efficiency and robustness across the diversity of tasks in the lifespa…