Towards the interpretation of time-varying regularization parameters in streaming penalized regression models

Lenka Zboňáková, Ricardo Pio Monti, Wolfgang Karl Härdle

High-dimensional, streaming datasets are ubiquitous in modern applications. Examples range from finance and e-commerce to the study of biomedical and neuroimaging data. As a result…