Cardinality-Regularized Hawkes-Granger Model

Tsuyoshi Idé, Georgios Kollias, Dzung T. Phan +1

We propose a new sparse Granger-causal learning framework for temporal event data. We focus on a specific class of point processes called the Hawkes process. We begin by pointing o…