This project implements vector-valued image regularization technique using PDE's as described in the paper - Vector-Valued Image Regularization with PDEs: A Common Framework for Different Applications ...

Abstract: The large amount of sensitive personal information used in deep learning models has attracted considerable attention for privacy security. Sensitive data may be memorialized or encoded into ...

Abstract: We prove convergence of an approximate dynamic programming algorithm for a class of high-dimensional stochastic control problems linked by a scalar storage device, given a technical ...