Efficient Inference of Gaussian Process Modulated Renewal Processes with Application to Medical Event Data

Thomas A. Lasko

The episodic, irregular and asynchronous nature of medical data render them difficult substrates for standard machine learning algorithms. We would like to abstract away this diffi…