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Our blog
We publish
introductory posts
for beginners and
paper digests
for experienced people on a tight schedule. These provide learning and reading paths respectively.
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Cross-validation: what does it estimate?
In
Cross-validation: what does it estimate and how well does it do it?
Bates et al. focus on cross validation for error estimation and show …
Solving PDEs With Neural Networks
We discuss some current trends in applying ML to the solution of differential equations, and the difficulties faced. We focus on a family of …
