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05/28/2021
Targeted Deep Learning: Framework, Methods, and Applications
Deep learning systems are typically designed to perform for a wide range...
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05/28/2021
DeepMoM: Robust Deep Learning With Median-of-Means
Data used in deep learning is notoriously problematic. For example, data...
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02/27/2020
Tuning-free ridge estimators for high-dimensional generalized linear models
Ridge estimators regularize the squared Euclidean lengths of parameters....
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09/23/2019