Cristian Guarnizo

Publication Activity (10 Years)

Years Active: 2008-2019
Publications (10 Years): 6

Top Topics

Human Pose Estimation

Model Selection

Hyperparameters

Gaussian Process

Top Venues

IEEE Trans. Ind. Electron.

Publications

Mauricio A. Álvarez, Wil O. C. Ward, Cristian Guarnizo
Non-linear process convolutions for multi-output Gaussian processes. AISTATS (2019)
Cristian Guarnizo, Mauricio A. Álvarez
Fast Kernel Approximations for Latent Force Models and Convolved Multiple-Output Gaussian processes. CoRR (2018)
Cristian Guarnizo, Mauricio A. Álvarez
Fast Kernel Approximations for Latent Force Models and Convolved Multiple-Output Gaussian processes. UAI (2018)
Mauricio A. Álvarez, Wil O. C. Ward, Cristian Guarnizo
Non-linear process convolutions for multi-output Gaussian processes. CoRR (2018)
Cristian Guarnizo, Mauricio A. Álvarez
Impulse Response Estimation of Linear Time-Invariant Systems Using Convolved Gaussian Processes and Laguerre Functions. CIARP (2017)
Cristian Guarnizo, Mauricio A. Álvarez, Álvaro Á. Orozco
Indian Buffet Process for Model Selection in Latent Force Models. CIARP (2015)
Carlos Restrepo, Tine Konjedic, Cristian Guarnizo, Oriol Avino-Salvado, Javier Calvente, Alfonso Romero, Roberto Giral
Simplified Mathematical Model for Calculating the Oxygen Excess Ratio of a PEM Fuel Cell System in Real-Time Applications. IEEE Trans. Ind. Electron. 61 (6) (2014)
Cristian Guarnizo, Álvaro Á. Orozco, Mauricio A. Álvarez
Optimal sampling frequency in wavelet-based signal feature extraction using particle swarm optimization. EMBC (2013)
Cristian Guarnizo, Álvaro Orozco, Germán Castellanos-Domínguez
Microelectrode Signals Segmentation Using Stationary Wavelet Transform. BMEI (2) (2008)