Teaching Deep Learners to Generalize

  • Aggarwal C
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Abstract

Neural networks are powerful learners that have repeatedly proven to be capable of learning complex functions in many domains. However, the great power of neural networks is also their greatest weakness; neural networks often simply overfit the training data if care is not taken to design the learning process carefully.

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Aggarwal, C. C. (2018). Teaching Deep Learners to Generalize. In Neural Networks and Deep Learning (pp. 169–216). Springer International Publishing. https://doi.org/10.1007/978-3-319-94463-0_4

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