2 papers
stat.ML2024
Towards Understanding Epoch-wise Double descent in Two-layer Linear Neural Networks
Amanda Olmin, Fredrik Lindsten
Epoch-wise double descent is the phenomenon where generalisation performance improves beyond the point of overfitting, resulting in a generalisation curve exhibiting two descents u…
stat.ML2024
Active Learning with Weak Supervision for Gaussian Processes
Amanda Olmin, Jakob Lindqvist, Lennart Svensson +1
Annotating data for supervised learning can be costly. When the annotation budget is limited, active learning can be used to select and annotate those observations that are likely…