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Whitening and Second Order Optimization Both Make Information in the Dataset Unusable During Training, and Can Reduce or Prevent Generalization

WhiteningandSecondOrderOptimizationBothMakeInformationintheDatasetUnusableDuringTraining,andCanReduceorPreventGeneralizationNehaS.Wadia1DanielDuckworth2SamuelS.Schoenholz2EthanDyer2JaschaSohl-Dicks...

2023-11-16 19:41:2711961.79 MB13

Whitening and Second Order Optimization Both Make Information in the Dataset Unusable During Training, and Can Reduce or Prevent Generalization

Discovering Interpretable Representations for Both Deep Generative and Discriminative Models