Chinmay Rane

Automated Sizing and Training of Efficient Deep Autoencoders using Second Order Algorithms

2023 · arXiv (Cornell University)

We propose a multi-step training method for designing generalized linear classifiers. First, an initial multi-class linear classifier is found through regression. Then validation error is minimized by pruning of unnecessary inputs. Simultaneously, desired outputs are …