$ Eddie Berman / Reading (Back)

Some favorites. A combination of things that are relevant to my current work and things that I just think are quite neat :-).

Prior Probabilities

Understanding Mode Connectivity via Parameter Space Symmetry

Barron's Theorem for Equivariant Networks

A General Theory of Correct, Incorrect, and Extrinsic Equivariance

To Augment or Not to Augment? Diagnosing Distributional Symmetry Breaking

The Lie Derivative for Measuring Learned Equivariance

You and Your Research

The Bitter Lesson