🏢 Vector Institute
Convolutions and More as Einsum: A Tensor Network Perspective with Advances for Second-Order Methods
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Machine Learning
Deep Learning
🏢 Vector Institute
This paper accelerates second-order optimization in CNNs by 4.5x, using a novel tensor network representation that simplifies convolutions and reduces memory overhead.