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Off the convex path
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Latest posts
Last updated over 2 years ago
Implicit Regularization in Hierarchical Tensor Factorization and Deep Convolutional Networks
over 2 years ago
The ability of large neural networks to generalize is commonly believed to...
Predicting Generalization using GANs
over 2 years ago
A central problem of generalization theory is the following: Given a training...
Does Gradient Flow Over Neural Networks Really Represent Gradient Descent?
about 3 years ago
TL;DR A lot was said in this blog (cf. post by Sanjeev)...
Implicit Regularization in Tensor Factorization: Can Tensor Rank Shed Light on Generalization in Deep Learning?
over 3 years ago
In effort to understand implicit regularization in deep learning, a lot of...