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12/30/2019
Biophysical models of cis-regulation as interpretable neural networks
The adoption of deep learning techniques in genomics has been hindered b...
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04/05/2018
Density estimation on small datasets
How might a smooth probability distribution be estimated, with accuratel...
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05/30/2015
Learning quantitative sequence-function relationships from massively parallel experiments
A fundamental aspect of biological information processing is the ubiquit...
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11/19/2014
Unification of field theory and maximum entropy methods for learning probability densities
The need to estimate smooth probability distributions (a.k.a. probabilit...
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12/23/2013
Rapid and deterministic estimation of probability densities using scale-free field theories
The question of how best to estimate a continuous probability density fr...
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01/31/2013
