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offconvex.org

Off the convex path

Get the latest updates from Off the convex path directly as they happen.

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Latest posts

Last updated about 1 year ago

Implicit Regularization in Hierarchical Tensor Factorization and Deep Convolutional Networks

about 1 year ago

Predicting Generalization using GANs

over 1 year ago

Does Gradient Flow Over Neural Networks Really Represent Gradient Descent?

over 1 year ago

Implicit Regularization in Tensor Factorization: Can Tensor Rank Shed Light on Generalization in Deep Learning?

about 2 years ago

Rip van Winkle's Razor, a Simple New Estimate for Adaptive Data Analysis

over 2 years ago

When are Neural Networks more powerful than Neural Tangent Kernels?

over 2 years ago

Beyond log-concave sampling (Part 3)

over 2 years ago

Beyond log-concave sampling (Part 2)

over 2 years ago

Can implicit regularization in deep learning be explained by norms?

almost 3 years ago

How to allow deep learning on your data without revealing the data

almost 3 years ago

Mismatches between Traditional Optimization Analyses and Modern Deep Learning

almost 3 years ago

Beyond log-concave sampling

about 3 years ago

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