1 Department of Mechanical Engineering, University of Maryland, College Park, College Park, MD, United States 2 Office of Science and Engineering Laboratories, Center for Devices and Radiological ...

Abstract: This paper proposes a precise signal recovery method utilizing a composition of multiple non-convex regularization functions, termed multilayered non-convex regularization functions, to ...

I am currently working with your TrajectoryNet implementation and have a question regarding the loss function configuration. In the paper, the overall loss comprises the negative log-likelihood term, ...

The data science doctor continues his exploration of techniques used to reduce the likelihood of model overfitting, caused by training a neural network for too many iterations. Regularization is a ...