2 papers
cs.CL2026
No Transformer Beats Six Covariates: Long-Horizon Prediction of Depressive Symptoms from Childhood Essays
Daniel Kua, Emrul Hasan, John-Jose Nunez +1
Natural language processing (NLP) models can detect depression-related language in text written near the time symptoms are measured, but whether pretrained transformers can predict…
stat.ML2026
Can Deep Generative Models Reproduce Non-Stationary Gaussian Random Fields?
Daniel Kua, Yan Song
Deep generative models (DGMs) are widely used for complex high-dimensional data and increasingly applied to spatial and spatio-temporal modeling. Their generated samples implicitly…