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Martino, Luca luca.martino@urjc.es

Teoría de la Señal y Comunicaciones y Sistemas Telemáticos y Computación / Universidad Rey Juan Carlos

Actividades

Open Access

Deep importance sampling based on regression for model inversion and emulation

  • Llorente, F.
  • Martino, L.
  • Delgado-Gomez, D.
  • Camps-Valls, G.;

DIGITAL SIGNAL PROCESSING (p. 1-22) - 1/9/2021

https://doi.org/10.1016/j.dsp.2021.103104 Ver en origen

  • EISSN 1095-4333
  • ISSN 1051-2004
Open Access

Automatic tempered posterior distributions for bayesian inversion problems

  • Martino, Luca
  • Llorente, Fernando
  • Curbelo, Ernesto
  • Lopez-Santiago, Javier
  • Miguez, Joaquin;

Mathematics (p. 784) - 1/4/2021

https://doi.org/10.3390/math9070784 Ver en origen

  • ISSN 22277390

Compressed Monte Carlo with application in particle filtering

  • Martino, Luca
  • Elvira, Victor;

Information Sciences (p. 331-352) - 1/4/2021

10.1016/j.ins.2020.10.022 Ver en origen

  • ISSN 00200255

A Bayesian inference and model selection algorithm with an optimization scheme to infer the model noise power

  • Lopez-Santiago, J.
  • Martino, L.
  • Vazquez, M. A.
  • Miguez, J.;

MONTHLY NOTICES OF THE ROYAL ASTRONOMICAL SOCIETY (p. 3351-3361) - 1/11/2021

https://doi.org/10.1093/mnras/stab2303 Ver en origen

  • EISSN 1365-2966
  • ISSN 00358711
Open Access

Compressed Particle Methods for Expensive Models with Application in Astronomy and Remote Sensing

  • Martino, Luca
  • Elvira, Victor
  • Lopez-Santiago, Javier
  • Camps-Valls, Gustau;

IEEE TRANSACTIONS ON AEROSPACE AND ELECTRONIC SYSTEMS (p. 2607-262) - 1/10/2021

10.1109/taes.2021.3061791 Ver en origen

  • EISSN 1557-9603
  • ISSN 0018-9251

A joint introduction to Gaussian Processes and Relevance Vector Machines with connections to Kalman filtering and other kernel smoothers

  • Martino, Luca
  • Read, Jesse;

Information Fusion (p. 17-38) - 1/10/2021

10.1016/j.inffus.2021.03.002 Ver en origen

  • ISSN 15662535

Importance Gaussian Quadrature

  • Elvira, Victor
  • Martino, Luca
  • Closas, Pau;

Ieee Transactions On Signal Processing (p. 474-488) - 1/1/2021

10.1109/tsp.2020.3045526 Ver en origen

  • ISSN 1053587X

A Survey of Active Learning for Quantifying Vegetation Traits from Terrestrial Earth Observation Data

  • Berger, Katja
  • Rivera Caicedo, Juan Pablo
  • Martino, Luca
  • Wocher, Matthias
  • Hank, Tobias
  • Verrelst, Jochem;

Remote Sensing (p. 1-23) - 1/1/2021

10.3390/rs13020287 Ver en origen

  • ISSN 20724292

Comparative analysis of atmospheric radiative transfer models using the Atmospheric Look-up table Generator (ALG) toolbox (version 2.0)

  • Vicent, Jorge
  • Verrelst, Jochem
  • Sabater, Neus
  • Alonso, Luis
  • Pablo Rivera-Caicedo, Juan
  • Martino, Luca
  • Munoz-Mari, Jordi
  • Moreno, Jose;
... Ver más Contraer

Geoscientific Model Development (p. 1945-1957) - 20/4/2020

10.5194/gmd-13-1945-2020 Ver en origen

  • ISSN 1991959X

Active emulation of computer codes with Gaussian processes Application to remote sensing

  • Heestermans Svendsen, Daniel
  • Martino, Luca
  • Camps-Valls, Gustau;

Pattern Recognition - 1/4/2020

10.1016/j.patcog.2019.107103 Ver en origen

  • ISSN 00313203

Este/a investigador/a no tiene libros.

Introduction to Africana Demography Lessons from Founders E. Franklin Frazier, WEB Du Bois, and the Atlanta School of Sociology Introduction

  • Martin, Lori Latrice;

Studies In Critical Social Sciences (p. 1-21) - 1/1/2021

10.1163/9789004433168_002 Ver en origen

  • ISSN 15734234

On the computation of marginal likelihood via mcmc for model selection and hypothesis testing

  • Llorente F
  • Martino L
  • Delgado D
  • López-Santiago J

(EUSIPCO 2020) 2020 28th European Signal Processing Conference - Virtual Conference<br/> (p. 2373-2377) - 1/1/2021

Editor: IEEE.THE INSTITUTE OF ELECTRICAL AND ELECTRONICS ENGINEERS, INC

https://doi.org/10.23919/eusipco47968.2020.9287757 Ver en origen

  • ISSN 22195491

Overparametrized Deep Encoder-Decoder Schemes for Inputs and Outputs Defined over Graphs

  • Rey S
  • Tenorio V
  • Rozada S
  • Martino L
  • Marques AG

28th European Signal Processing Conference (Eusipco 2020) (p. 855-859) - 1/1/2021

10.23919/eusipco47968.2020.9287748 Ver en origen

  • ISSN 22195491

ADAPTIVE SEQUENTIAL INTERPOLATOR USING ACTIVE LEARNING FOR EFFICIENT EMULATION OF COMPLEX SYSTEMS

  • Martino, L
  • Svendsen, DH
  • Vicent, J
  • Camps-Valls, G

2014 Ieee International Conference On Acoustics, Speech And Signal Processing (Icassp) (p. 3577-3581) - 1/1/2020

10.1109/icassp40776.2020.9053372 Ver en origen

  • ISSN 15206149

PARTICLE GROUP METROPOLIS METHODS FOR TRACKING THE LEAF AREA INDEX

  • Martino, L
  • Elvira, V
  • Camps-Valls, G

2014 Ieee International Conference On Acoustics, Speech And Signal Processing (Icassp) (p. 5865-5869) - 1/1/2020

10.1109/icassp40776.2020.9053962 Ver en origen

  • ISSN 15206149

Deep Encoder-Decoder Neural Network Architectures for Graph Output Signals

  • Rey, S
  • Tenorio, V
  • Rozada, S
  • Martino, L
  • Marques, AG

Conference Record Of The Asilomar Conference On Signals, Systems And Computers (p. 225-229) - 1/1/2019

10.1109/ieeeconf44664.2019.9048908 Ver en origen

  • ISSN 10586393

Gauss-Hermite Quadrature for non-Gaussian Inference via an Importance Sampling Interpretation

  • Elvira V
  • Closas P
  • Martino L

28th European Signal Processing Conference (Eusipco 2020) - 1/1/2019

10.23919/eusipco.2019.8902662 Ver en origen

  • ISSN 22195491

Population Monte Carlo schemes with reduced path degeneracy

  • Elvira V
  • Martino L
  • Luengo D
  • Bugallo M

2017 Ieee 7th International Workshop On Computational Advances In Multi-Sensor Adaptive Processing, Camsap 2017 (p. 1-5) - 9/3/2018

10.1109/camsap.2017.8313090 Ver en origen

A Comparison of Clipping Strategies for Importance Sampling

  • Martino, L.
  • Elvira, V
  • Miguez, J.
  • Artes-Rodriguez, A.
  • Djuric, P. M.;

2018 IEEE Statistical Signal Processing Workshop, SSP 2018 (p. 558-562) - 1/1/2018

Editor: IEEE Computer Society.

https://doi.org/10.1109/ssp.2018.8450722 Ver en origen

In Search for Improved Auxiliary Particle Filters

  • Elvira, Victor
  • Martino, Luca
  • Bugallo, Monica F.
  • Djuric, Petar M.;

28th European Signal Processing Conference (Eusipco 2020) (p. 1637-1641) - 1/1/2018

  • ISSN 20761465
  • iMarina

MULTIOUTPUT AUTOMATIC EMULATOR FOR RADIATIVE TRANSFER MODELS

  • Heestermans Svendsen, Daniel
  • Martino, Luca
  • Vicent, Jorge
  • Camps-Valls, Gustau;

Igarss 2018 - 2018 Ieee International Geoscience And Remote Sensing Symposium (p. 4019-4022) - 1/1/2018

  • ISSN 21536996
  • iMarina

Adaptive quadrature schemes for Bayesian inference via active learning

  • Fernandez, Fernando Llorente
  • Martino, Luca
  • Elvira, Victor
  • Delgado, David
  • Lopez-Santiago, Javier;

IEEE Access (p. 208462-208483) - 1/12/2020

Editor: UNIVERSIDAD CARLOS III DE MADRID

https://doi.org/10.1109/access.2020.3038333 Ver en origen

  • EISSN 2169-3536
  • ISSN 21693536

Este/a investigador/a no tiene informes técnicos.

Este/a investigador/a no tiene proyectos de investigación.

Este/a investigador/a no tiene tesis dirigidas.

Este/a investigador/a no tiene patentes o licencias de software.

Última actualización de los datos: 5/03/24 16:41