On the Inductive Bias of a CNN for Orthogonal Patterns Distributions

22 Feb 2020 Alon Brutzkus Amir Globerson

Training overparameterized convolutional neural networks with gradient based methods is the most successful learning method for image classification. However, its theoretical properties are far from understood even for very simple learning tasks... (read more)

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