Luis Munoz-Gonzalez

Publication Activity (10 Years)

Years Active: 2011-2019
Publications (10 Years): 2

Top Topics

Expectation Propagation

Gaussian Process

Exact Inference

Top Venues

IEEE Trans. Neural Networks Learn. Syst.

IEEE Trans. Pattern Anal. Mach. Intell.

IEEE Trans. Dependable Secur. Comput.

Publications

Luis Munoz-Gonzalez, Daniele Sgandurra, Martín Barrère, Emil C. Lupu
Exact Inference Techniques for the Analysis of Bayesian Attack Graphs. IEEE Trans. Dependable Secur. Comput. 16 (2) (2019)
Luis Munoz-Gonzalez, Miguel Lázaro-Gredilla, Aníbal R. Figueiras-Vidal
Laplace Approximation for Divisive Gaussian Processes for Nonstationary Regression. IEEE Trans. Pattern Anal. Mach. Intell. 38 (3) (2016)
Luis Munoz-Gonzalez, Miguel Lázaro-Gredilla, Aníbal R. Figueiras-Vidal
Laplace approximation with Gaussian Processes for volatility forecasting. CIP (2014)
Luis Munoz-Gonzalez, Miguel Lázaro-Gredilla, Aníbal R. Figueiras-Vidal
Divisive Gaussian Processes for Nonstationary Regression. IEEE Trans. Neural Networks Learn. Syst. 25 (11) (2014)
Luis Munoz-Gonzalez, Miguel Lázaro-Gredilla, Aníbal R. Figueiras-Vidal
Heteroscedastic Gaussian process regression using expectation propagation. MLSP (2011)