Browsing Computer Science by Author "Jiang, Zhiying"
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Less is More: Restricted Representations for Better Interpretability and Generalizability
Jiang, Zhiying (University of Waterloo, 2023-08-22)Deep neural networks are prevalent in supervised learning for large amounts of tasks such as image classification, machine translation and even scientific discovery. Their success is often at the sacrifice of interpretability ...