Automatic Dynamic Relevance Determination for Gaussian process regression with high-dimensional functional inputs

Luis Damiano, Margaret Johnson, Joaquim Teixeira +2

In the context of Gaussian process regression with functional inputs, it is common to treat the input as a vector. The parameter space becomes prohibitively complex as the number o…