Prof Gary Collins gave the talk "Penalisation and shrinkage methods do not guarantee a reliable prediction model" for the MEMTAB 2020 conference, and can be viewed below.

The corresponding paper has now been published in the J Clinical Epidemiology (PDF).

Penalisation & Shrinkage