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Double Descent Course
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STIMA
Double Descent Course
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486155d3
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486155d3
authored
2 years ago
by
Amanda Olmin
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@@ -16,6 +16,10 @@ is to get a deeper understanding of generalization in the overparameterised mode
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@@ -16,6 +16,10 @@ is to get a deeper understanding of generalization in the overparameterised mode
particularly of double descent. We will read and discuss several representative papers on the topic to
particularly of double descent. We will read and discuss several representative papers on the topic to
better understand when and why double descent happens.
better understand when and why double descent happens.
## Prerequisites
Solid understanding of machine learning, bias-variance tradeoff and parametric models.
## Format
## Format
The course will be organized similar to a reading group, where we read and discuss selected papers on,
The course will be organized similar to a reading group, where we read and discuss selected papers on,
or related to, the topic of double descent. Hand-in assignments will be based on the covered papers.
or related to, the topic of double descent. Hand-in assignments will be based on the covered papers.
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