Bryan Zaldívar

Multi-class Gaussian Process Classification with Noisy Inputs

2020 · arXiv (Cornell University)

It is a common practice in the machine learning community to assume that the observed data are noise-free in the input attributes. Nevertheless, scenarios with input noise are common in real problems, as measurements are …