Ibai Roman

Publication Activity (10 Years)

Years Active: 2016-2023
Publications (10 Years): 11

Top Topics

Gaussian Kernels

Gaussian Process

Top Venues

Ann. Math. Artif. Intell.

Neural Comput. Appl.

Publications

Jon Ayerdi, Asier Iriarte, Pablo Valle, Ibai Roman, Miren Illarramendi, Aitor Arrieta
Metamorphic Runtime Monitoring of Autonomous Driving Systems. CoRR (2023)
Ibai Roman, Roberto Santana, Alexander Mendiburu, José Antonio Lozano
Evolving Gaussian process kernels from elementary mathematical expressions for time series extrapolation. Neurocomputing 462 (2021)
Ibai Roman, Roberto Santana, Alexander Mendiburu, José Antonio Lozano
Evolution of Gaussian Process kernels for machine translation post-editing effort estimation. Ann. Math. Artif. Intell. 89 (8-9) (2021)
Ibai Roman, Roberto Santana, Alexander Mendiburu, José Antonio Lozano
In-depth analysis of SVM kernel learning and its components. Neural Comput. Appl. 33 (12) (2021)
Ibai Roman, Roberto Santana, Alexander Mendiburu, José Antonio Lozano
Evolving Gaussian Process Kernels for Translation Editing Effort Estimation. LION (2019)
Ibai Roman, Roberto Santana, Alexander Mendiburu, José Antonio Lozano
An Experimental Study in Adaptive Kernel Selection for Bayesian Optimization. IEEE Access 7 (2019)
Ibai Roman, Alexander Mendiburu, Roberto Santana, José Antonio Lozano
Bayesian Optimization Approaches for Massively Multi-modal Problems. LION (2019)
Ibai Roman, Roberto Santana, Alexander Mendiburu, José Antonio Lozano
Evolving Gaussian Process kernels from elementary mathematical expressions. CoRR (2019)
Ibai Roman, Alexander Mendiburu, Roberto Santana, José Antonio Lozano
Sentiment analysis with genetically evolved Gaussian kernels. CoRR (2019)
Ibai Roman, Alexander Mendiburu, Roberto Santana, José Antonio Lozano
Sentiment analysis with genetically evolved gaussian kernels. GECCO (2019)
Ibai Roman, Josu Ceberio, Alexander Mendiburu, José Antonio Lozano
Bayesian optimization for parameter tuning in evolutionary algorithms. CEC (2016)