Carlos Villacampa-Calvo

Publication Activity (10 Years)

Years Active: 2017-2022
Publications (10 Years): 8

Top Topics

Gaussian Process

Top Venues

Int. J. Approx. Reason.

J. Mach. Learn. Res.

Publications

Bahram Jafrasteh, Carlos Villacampa-Calvo, Daniel Hernández-Lobato
Input Dependent Sparse Gaussian Processes. ICML (2022)
Carlos Villacampa-Calvo, Gonzalo Hernández-Muñoz, Daniel Hernández-Lobato
Alpha-divergence minimization for deep Gaussian processes. Int. J. Approx. Reason. 150 (2022)
Carlos Villacampa-Calvo, Bryan Zaldivar, Eduardo C. Garrido-Merchán, Daniel Hernández-Lobato
Multi-class Gaussian Process Classification with Noisy Inputs. J. Mach. Learn. Res. 22 (2021)
Bahram Jafrasteh, Carlos Villacampa-Calvo, Daniel Hernández-Lobato
Input Dependent Sparse Gaussian Processes. CoRR (2021)
Carlos Villacampa-Calvo, Bryan Zaldivar, Eduardo C. Garrido-Merchán, Daniel Hernández-Lobato
Multi-class Gaussian Process Classification with Noisy Inputs. CoRR (2020)
Gonzalo Hernández-Muñoz, Carlos Villacampa-Calvo, Daniel Hernández-Lobato
Deep Gaussian Processes Using Expectation Propagation and Monte Carlo Methods. ECML/PKDD (3) (2020)
Carlos Villacampa-Calvo, Daniel Hernández-Lobato
Alpha divergence minimization in multi-class Gaussian process classification. Neurocomputing 378 (2020)
Carlos Villacampa-Calvo, Daniel Hernández-Lobato
Scalable Multi-Class Gaussian Process Classification using Expectation Propagation. ICML (2017)