Efficient Tracking of Sparse Signals via an Earth Mover's Distance Dynamics Regularizer

Nicholas P. Bertrand, Adam S. Charles, John Lee +2

Tracking algorithms such as the Kalman filter aim to improve inference performance by leveraging the temporal dynamics in streaming observations. However, the tracking regularizers…