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Carlos Villacampa-Calvo
Carlos Villacampa-Calvo
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Verified email at uam.es
Title
Cited by
Cited by
Year
Multi-class Gaussian Process Classification with Noisy Inputs
C Villacampa-Calvo, B Zaldivar, EC Garrido-Merchán, ...
Journal of Machine Learning Research 22, 1-52, 2020
262020
Scalable multi-class Gaussian process classification using expectation propagation
C Villacampa-Calvo, D Hernández-Lobato
Proceedings of the 34th International Conference on Machine Learning 70 …, 2017
242017
Alpha divergence minimization in multi-class Gaussian process classification
C Villacampa-Calvo, D Hernandez-Lobato
Neurocomputing 378, 210-227, 2020
102020
Deep Gaussian Processes Using Expectation Propagation and Monte Carlo Methods
G Hernández-Muñoz, C Villacampa-Calvo, D Hernández-Lobato
Joint European Conference on Machine Learning and Knowledge Discovery in …, 2020
72020
Input Dependent Sparse Gaussian Processes
B Jafrasteh, C Villacampa-Calvo, D Hernández-Lobato
International Conference on Machine Learning 162, 9739-9759, 2022
42022
Alpha-divergence minimization for deep Gaussian processes
C Villacampa-Calvo, G Hernández-Muñoz, D Hernández-Lobato
International Journal of Approximate Reasoning, 2022
2022
Advanced machine learning methods based on Gaussian processes
C Villacampa Calvo
2022
Procesos Gaussianos para problemas de clasificación multiclase en conjuntos de datos grandes
C Villacampa Calvo
2017
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Articles 1–8