Machine learning in and out of equilibrium

Shishir Adhikari, Alkan Kabakçıoğlu, Alexander Strang +2

The algorithms used to train neural networks, like stochastic gradient descent (SGD), have close parallels to natural processes that navigate a high-dimensional parameter space --…