22 citations · 23 across the 2 of their papers we have counts for
2 papers
stat.ML2021★ 1 cited
Function-space Inference with Sparse Implicit Processes
Simón Rodríguez Santana, Bryan Zaldivar, Daniel Hernández-Lobato
Implicit Processes (IPs) represent a flexible framework that can be used to describe a wide variety of models, from Bayesian neural networks, neural samplers and data generators to…
stat.ML2020★ 22 cited
Multi-class Gaussian Process Classification with Noisy Inputs
Carlos Villacampa-Calvo, Bryan Zaldivar, Eduardo C. Garrido-Merchán +1
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 comm…