2018
Efficient First-Order Algorithms for Adaptive Signal Denoising
ICML 2018oral
We consider the problem of discrete-time signal denoising, focusing on a specific family of non-linear convolution-type estimators. Each such estimator is associated with a time-invariant filter which is obtained adaptively, by solving a certain convex optimization problem. Adaptive convolution-type…