An interface to various automatic differentiation backends in Julia.

ScreeNOT: Exact MSE-Optimal Singular Value Thresholding in Correlated Noise

Convergence and error analysis of PINNs

Code for the paper "Convergence Rates of Gradient Methods for Convex Optimization in the Space of Measures"

Inference in the Stochastic Block Model with a Markovian dynamic on the assignment of the communities in the graph.

A collection of various deep learning architectures, models, and tips