Javier González

Publication Activity (10 Years)

Years Active: 1995-2023
Publications (10 Years): 29

Top Topics

Speaker Adaptation

Systems Of Ordinary Differential Equations

Gaussian Process

Reproducing Kernel

Top Venues

Publications

Javier González, Aditya V. Nori
Beyond Words: A Mathematical Framework for Interpreting Large Language Models. CoRR (2023)
Javier González, José Poza, Jacobo Robles, Hiram Ponce, Jorge Brieva, Ernesto Moya-Albor
Design of a Soft Gripper Hand for a Quadruped Robot. ISADS (2023)
Sergio Alejandro Arizmendi Flores, Asdrubal Paz, Javier González, Hiram Ponce
Eye Control and Motion with Deep Reinforcement Learning: In Virtual and Physical Environments. MICAI (1) (2023)
Siu Lun Chau, Javier González, Dino Sejdinovic
Learning Inconsistent Preferences with Gaussian Processes. AISTATS (2022)
Siu Lun Chau, Robert Hu, Javier González, Dino Sejdinovic
RKHS-SHAP: Shapley Values for Kernel Methods. NeurIPS (2022)
Virginia Aglietti, Neil Dhir, Javier González, Theodoros Damoulas
Dynamic Causal Bayesian Optimization. NeurIPS (2021)
Eero Siivola, Akash Kumar Dhaka, Michael Riis Andersen, Javier González, Pablo Garcia Moreno, Aki Vehtari
Preferential Batch Bayesian Optimization. MLSP (2021)
Siu Lun Chau, Jean-Francois Ton, Javier González, Yee Whye Teh, Dino Sejdinovic
BayesIMP: Uncertainty Quantification for Causal Data Fusion. NeurIPS (2021)
Virginia Aglietti, Neil Dhir, Javier González, Theodoros Damoulas
Dynamic Causal Bayesian Optimization. CoRR (2021)
Siu Lun Chau, Jean-François Ton, Javier González, Yee Whye Teh, Dino Sejdinovic
BayesIMP: Uncertainty Quantification for Causal Data Fusion. CoRR (2021)
Virginia Aglietti, Theodoros Damoulas, Mauricio Álvarez, Javier González
Multi-task Causal Learning with Gaussian Processes. CoRR (2020)
David Janz, David R. Burt, Javier González
Bandit optimisation of functions in the Matérn kernel RKHS. CoRR (2020)
Henry B. Moss, Vatsal Aggarwal, Nishant Prateek, Javier González, Roberto Barra-Chicote
BOFFIN TTS: Few-Shot Speaker Adaptation by Bayesian Optimization. ICASSP (2020)
Virginia Aglietti, Xiaoyu Lu, Andrei Paleyes, Javier González
Causal Bayesian Optimization. CoRR (2020)
Henry B. Moss, Vatsal Aggarwal, Nishant Prateek, Javier González, Roberto Barra-Chicote
BOFFIN TTS: Few-Shot Speaker Adaptation by Bayesian Optimization. CoRR (2020)
Siu Lun Chau, Javier González, Dino Sejdinovic
Learning Inconsistent Preferences with Kernel Methods. CoRR (2020)
Brendan Avent, Javier González, Tom Diethe, Andrei Paleyes, Borja Balle
Automatic Discovery of Privacy-Utility Pareto Fronts. Proc. Priv. Enhancing Technol. 2020 (4) (2020)
Virginia Aglietti, Xiaoyu Lu, Andrei Paleyes, Javier González
Causal Bayesian Optimization. AISTATS (2020)
Purva Pruthi, Javier González, Xiaoyu Lu, Madalina Fiterau
Structure Mapping for Transferability of Causal Models. CoRR (2020)
Olena Dubovyk, Gohar Ghazaryan, Javier González, Valerie Graw, Fabian Löw, Jonas Schreier
Spatial Assessment of Drought Hazard in Kazakhstan: Towards A Countrywide Drought Monitoring System. IGARSS (2019)
Kurt Cutajar, Mark Pullin, Andreas C. Damianou, Neil D. Lawrence, Javier González
Deep Gaussian Processes for Multi-fidelity Modeling. CoRR (2019)
Javier González, Zhenwen Dai, Andreas C. Damianou, Neil D. Lawrence
Preferential Bayesian Optimization. ICML (2017)
Sergio Valadez-Godínez, Javier González, Humberto Sossa
Efficient Pattern Recognition Using the Frequency Response of a Spiking Neuron. MCPR (2017)
Rodolphe Jenatton, Cédric Archambeau, Javier González, Matthias W. Seeger
Bayesian Optimization with Tree-structured Dependencies. ICML (2017)
Javier González, Alberto Muñoz, Gabriel Martos
Asymmetric latent semantic indexing for gene expression experiments visualization. J. Bioinform. Comput. Biol. 14 (4) (2016)
Froilán M. Dopico, Javier González, Daniel Kressner, Valeria Simoncini
Projection methods for large-scale T-Sylvester equations. Math. Comput. 85 (301) (2016)
Javier González, Michael A. Osborne, Neil D. Lawrence
GLASSES: Relieving The Myopia Of Bayesian Optimisation. AISTATS (2016)
Javier González, Zhenwen Dai, Philipp Hennig, Neil D. Lawrence
Batch Bayesian Optimization via Local Penalization. AISTATS (2016)
Zhenwen Dai, Andreas C. Damianou, Javier González, Neil D. Lawrence
Variational Auto-encoded Deep Gaussian Processes. ICLR (Poster) (2016)
Ivan Vujacic, Itai Dattner, Javier González, Ernst Wit
Time-course window estimator for ordinary differential equations linear in the parameters. Stat. Comput. 25 (6) (2015)
Javier González, Michael Hölzl, Peter Riedl, Philippe Bonnet, René Mayrhofer
A Practical Hardware-Assisted Approach to Customize Trusted Boot for Mobile Devices. ISC (2014)
Javier González, Ivan Vujacic, Ernst Wit
Reproducing kernel Hilbert space based estimation of systems of ordinary differential equations. Pattern Recognit. Lett. 45 (2014)
Gabriel Martos, Alberto Muñoz, Javier González
Generalizing the Mahalanobis distance via density kernels. Intell. Data Anal. 18 (Supplement) (2014)
Gabriel Martos, Alberto Muñoz, Javier González
On the Generalization of the Mahalanobis Distance. CIARP (1) (2013)
Javier González, Alberto Muñoz
Functional analysis techniques to improve similarity matrices in discrimination problems. J. Multivar. Anal. 120 (2013)
Javier González, Philippe Bonnet
Towards an Open Framework Leveraging a Trusted Execution Environment. CSS (2013)
Alberto Muñoz, Gabriel Martos, Javier González
A New Distance for Data Sets in a Reproducing Kernel Hilbert Space Context. CIARP (1) (2013)
Javier González, Antonio Muñoz, Antonio Maña
Multi-layer Monitoring for Cloud Computing. HASE (2011)
Cipriano Galindo, Javier González, Juan-Antonio Fernández-Madrigal, Alessandro Saffiotti
Robots that Change Their World: Inferring Goals from Semantic Knowledge. ECMR (2011)
José-Luis Blanco, Javier González, Juan-Antonio Fernández-Madrigal
Optimal Filtering for Non-parametric Observation Models: Applications to Localization and SLAM. Int. J. Robotics Res. 29 (14) (2010)
Alberto Muñoz, Javier González
Representing functional data using support vector machines. Pattern Recognit. Lett. 31 (6) (2010)
Javier González, Vicente Arévalo
Mesh Topological Optimization for Improving Piecewise-Linear Image Registration. J. Math. Imaging Vis. 37 (2) (2010)
Alberto Muñoz, Javier González
Combining Functional Data Projections for Time Series Classification. CIARP (2009)
José-Luis Blanco, Javier González, Juan-Antonio Fernández-Madrigal
Subjective local maps for hybrid metric-topological SLAM. Robotics Auton. Syst. 57 (1) (2009)
Cipriano Galindo, Pablo Moreno, Javier González, Vicente Arévalo
Swimming Pools Localization in Colour High-resolution Satellite Images. IGARSS (4) (2009)
Javier González, José-Luis Blanco, Cipriano Galindo, Antonio Ortiz-de-Galisteo, Juan-Antonio Fernández-Madrigal, Francisco Angel Moreno, Jorge L. Martínez
Mobile robot localization based on Ultra-Wide-Band ranging: A particle filter approach. Robotics Auton. Syst. 57 (5) (2009)
Alberto Muñoz, Javier González
Functional Learning of Kernels for Information Fusion Purposes. CIARP (2008)
Cipriano Galindo, Juan-Antonio Fernández-Madrigal, Javier González, Alessandro Saffiotti
Robot task planning using semantic maps. Robotics Auton. Syst. 56 (11) (2008)
Javier González, Alberto Muñoz
Representing Functional Data Using Support Vector Machines. CIARP (2008)
José-Luis Blanco, Juan-Antonio Fernández-Madrigal, Javier González
A Novel Measure of Uncertainty for Mobile Robot SLAM with Rao - Blackwellized Particle Filters. Int. J. Robotics Res. 27 (1) (2008)
Alberto Muñoz, Javier González
Joint Diagonalization of Kernels for Information Fusion. CIARP (2007)
Juan M. López, Javier González, Cipriano Galindo, Javier Cabello
A versatile low-cost car plate recognition system. ISSPA (2007)
Javier González, Xavier Giménez, Josep Maria Bofill
Algorithm to evaluate rate constants for polyatomic chemical reactions. II. Applications. J. Comput. Chem. 28 (13) (2007)
Javier González, Alberto Muñoz
Spectral Measures for Kernel Matrices Comparison. ICANN (1) (2007)
Vicente Arévalo, Javier González
Improving Piecewise-Linear Registration Through Mesh Optimization. IbPRIA (2) (2007)
Javier González, Cipriano Galindo, Vicente Arévalo, Gregorio Ambrosio
Applying Image Analysis and Probabilistic Techniques for Counting Olive Trees in High-Resolution Satellite Images. ACIVS (2007)
Rafael Gutiérrez, Javier González, José-Luis Blanco
Ladar scan preprocessing for robust motion estimation. ISSPA (2007)
Achim J. Lilienthal, Amy Loutfi, José-Luis Blanco, Cipriano Galindo, Javier González
A Rao-Blackwellisation Approach to GDM-SLAM: Integrating SLAM and Gas Distribution Mapping (GDM). EMCR (2007)
Bruno Baruque, Emilio Corchado, Hujun Yin, Jordi Rovira, Javier González
Automated Ham Quality Classification Using Ensemble Unsupervised Mapping Models. KES (2) (2007)
José-Luis Blanco, Javier González, Juan-Antonio Fernández-Madrigal
Mobile robot ego-motion estimation by proprioceptive sensor fusion. ISSPA (2007)
Javier González, Xavier Giménez, Josep Maria Bofill
Algorithm to evaluate rate constants for polyatomic chemical reactions. I. Theory and computational details. J. Comput. Chem. 28 (13) (2007)
José-Luis Blanco, Javier González, Juan-Antonio Fernández-Madrigal
The Trajectory Parameter Space (TP-Space): A New Space Representation for Non-Holonomic Mobile Robot Reactive Navigation. IROS (2006)
Alberto Muñoz, Javier González, Isaac Martín de Diego
Local Linear Approximation for Kernel Methods: The Railway Kernel. CIARP (2006)
Jorge L. Martínez, Javier González, Jesús Morales, Anthony Mandow, Alfonso García-Cerezo
Mobile robot motion estimation by 2D scan matching with genetic and iterative closest point algorithms. J. Field Robotics 23 (1) (2006)
Juan-Antonio Fernández-Madrigal, Cipriano Galindo, Javier González
Assistive navigation of a robotic wheelchair using a multihierarchical model of the environment. Integr. Comput. Aided Eng. 11 (4) (2004)
Cipriano Galindo, Juan-Antonio Fernández-Madrigal, Javier González
Improving efficiency in mobile robot task planning through world abstraction. IEEE Trans. Robotics 20 (4) (2004)
Gregorio Ambrosio, Javier González
Extracting and Matching Perceptual Groups for Hierarchical Stereo Vision. ICPR (2000)
Juan A. Fernandez, Javier González, Antonio Martin
Communicating and Integrating the Modules of a Robotic Software Application. DARS (1998)
Javier González, Anthony Stentz, Aníbal Ollero
A mobile robot iconic position estimator using a radial laser scanner. J. Intell. Robotic Syst. 13 (2) (1995)