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Latent Variable Models for Predicting File Dependencies in Large-Scale Software Development
When software developers modify one or more files in a large code base, they must also identify and update other related files.
Kernel Methods for Deep Learning
We introduce a new family of positive-definite kernel functions that mimic the computation in large, multilayer neural nets.
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