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 ...

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 ...

Abstract: The regularization of the least-squares criterion has been established as an effective approach of solving ill-posed image restoration problems. Unfortunately, a proper global regularization ...

We investigate the learning rate of multiple kernel learning (MKL) with ℓ 1 and elastic-net regularizations. The elastic-net regularization is a composition of an ℓ 1 -regularizer for inducing the ...

Abstract: Multidimensional small baseline subset interferometric synthetic aperture radar (MSBAS InSAR) is a multidimensional deformation time series inversion method that integrates multiorbit SAR ...