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- W4288025315 abstract "In this preregistration submission, we propose an empirical study of how networks handle changes in complexity of the data. We investigate the effect of network capacity on generalization performance in the face of increasing data complexity. For this, we measure the generalization error for an image classification task where the number of classes steadily increases. We compare a number of modern architectures at different scales in this setting. The methodology, setup, and hypotheses described in this proposal were evaluated by peer review before experiments were conducted." @default.
- W4288025315 created "2022-07-26" @default.
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- W4288025315 date "2019-11-11" @default.
- W4288025315 modified "2023-09-29" @default.
- W4288025315 title "An empirical study of the relation between network architecture and complexity" @default.
- W4288025315 doi "https://doi.org/10.48550/arxiv.1911.04120" @default.
- W4288025315 hasPublicationYear "2019" @default.
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