← Search

Renato Assunção

2 accepted papers

2018

Fast Estimation of Causal Interactions using Wold Processes

NeurIPS 2018poster

We here focus on the task of learning Granger causality matrices for multivariate point processes. In order to accomplish this task, our work is the first to explore the use of Wold processes. By doing so, we are able to develop asymptotically fast MCMC learning algorithms. With $N$ being the total…

2015

A distributed multi-robot approach for the detection and tracking of multiple dynamic anomalies

ICRA 2015poster

In many cases, large area disasters could be possibly be prevented if the incipient small-scale anomalies are detected in their early stages. A way to accomplish this would be to have multiple sensors deployed in disaster prone areas to detect anomalies. However, compared to static sensor networks,…

Cited by 24SourceScholar