11 citations · 16 across the 7 of their papers we have counts for
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stat.ML2023
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…
math.ST2023
Tuning-free one-bit covariance estimation using data-driven dithering
Sjoerd Dirksen, Johannes Maly
We consider covariance estimation of any subgaussian distribution from finitely many i.i.d. samples that are quantized to one bit of information per entry. Recent work has shown th…