Memorization With Neural Nets: Going Beyond the Worst Case

Sjoerd Dirksen, Patrick Finke, Martin Genzel

In practice, deep neural networks are often able to easily interpolate their training data. To understand this phenomenon, many works have aimed to quantify the memorization capaci…