INVESTIGADORES
HURTADO Martin
congresos y reuniones científicas
Título:
Convergence of the EMS Algorithm
Autor/es:
MARTIN HURTADO
Lugar:
Sierra de la Ventana
Reunión:
Workshop; IV Workshop en Procesamiento de Señales y Comunicaciones; 2011
Resumen:
We recently proposed an ad-hoc modification of the Expectation-Maximization (EM) algorithm in order to solve the sparse linear mixed model. We call this method Expectation-Maximization-Sparsification (EMS). Herein, we provide a more rigorous formulation of our method based on the restricted EM algorithm. In addition, we discuss the convergence of the EMS method.
