Topology inference of directed graphs by gaussian processes with sparsity constraints

C Cui, P Banelli, PM Djurić - IEEE Transactions on Signal …, 2024 - ieeexplore.ieee.org
In machine learning applications, data are often high-dimensional and intricately related. It is
often of interest to find the underlying structure and Granger causal relationships among the …

Gaussian processes for topology inference of directed graphs

C Cui, P Banelli, PM Djurić - 2022 30th European Signal …, 2022 - ieeexplore.ieee.org
In machine learning applications, the data are often high-dimensional and intrinsically
related. It is often of interest finding the underlying structure and the causal relationships of …