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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

Publications

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 View at source

  • EISSN 1365-2966
  • ISSN 00358711

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 View at source

  • ISSN 20724292

A fast universal self-tuned sampler within Gibbs sampling

  • Martino, L.
  • Yang, H.
  • Luengo, D.
  • Kanniainen, J.
  • Corander, J.;

Digital Signal Processing (p. 68-83) - 1/12/2015

10.1016/j.dsp.2015.04.005 View at source

  • ISSN 10512004
Open Access

A generalization of the adaptive rejection sampling algorithm

  • Martino, Luca
  • Miguez, Joaquin;

STATISTICS AND COMPUTING (p. 633-647) - 1/10/2011

https://doi.org/10.1007/s11222-010-9197-9 View at source

  • EISSN 1573-1375
  • ISSN 09603174

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 View at source

  • ISSN 15662535
Open Access

A likely magnetic activity cycle for the Exoplanet Host M Dwarf GJ 3512

  • Lopez-Santiago, Javier
  • Martino, Luca
  • Miguez, Joaquin
  • Vazquez, Manuel A.;

ASTRONOMICAL JOURNAL (p. 273) - 1/12/2020

https://doi.org/10.3847/1538-3881/abc171 View at source

  • ISSN 00046256

A multi-point Metropolis scheme with generic weight functions

  • Martino, Luca
  • Pascual Del Olmo, Victor
  • Read, Jesse;

Statistics & Probability Letters (p. 1445-1453) - 1/7/2012

10.1016/j.spl.2012.04.008 View at source

  • ISSN 01677152

A review of multiple try MCMC algorithms for signal processing

  • Martino, Luca;

Digital Signal Processing (p. 134-152) - 1/4/2018

10.1016/j.dsp.2018.01.004 View at source

  • ISSN 10512004

A tutorial on particle filters for online nonlinear/non-Gaussian Bayesian tracking

  • Arulampalam, MS
  • Maskell, S
  • Gordon, N
  • Clapp, T;

Ieee Transactions On Signal Processing (p. 174-188) - 1/2/2002

10.1109/78.978374 View at source

  • ISSN 1053587X

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 View at source

  • ISSN 00313203

This researcher has no books.

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 View at source

  • 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 View at source

  • ISSN 22195491

Orthogonal MCMC Algorithms

  • Martino L
  • Elvira V
  • Luengo D
  • Artés-Rodríguez A
  • Corander J

Proceedings Of The 2014 Ieee Workshop On Statistical Signal Processing (Ssp) (p. 364-367) - 29/6/2014

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

10.1109/ssp.2014.6884651 View at source

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 View at source

  • ISSN 22195491

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 View at source

  • ISSN 15206149

Parallel interacting Markov adaptive importance sampling

  • LUENGO GARCIA, DAVID

2015 23rd European Signal Processing Conference, Eusipco 2015 (p. 499-503) - 22/12/2015

10.1109/eusipco.2015.7362433 View at source

  • ISSN 20761465

Parallel metropolis chains with cooperative adaptation

  • Víctor Elvira
  • Luca Martino
  • Francisco Louzada
  • LUENGO GARCIA, DAVID

Icassp, Ieee International Conference On Acoustics, Speech And Signal Processing - Proceedings (p. 3974-3978) - 18/5/2016

10.1109/icassp.2016.7472423 View at source

  • ISSN 15206149

Physics-Aware Gaussian Processes for Earth Observation

  • Camps-Valls, Gustau
  • Svendsen, Daniel H.
  • Martino, Luca
  • Munoz-Mari, Jordi
  • Laparra, Valero
  • Campos-Taberner, Manuel
  • Luengo, David;
... View more Collapse

Proceedings Of The Scandinavian Conference On Image Analysis (Scia) (p. 205-217) - 12/6/2017

10.1007/978-3-319-59129-2_18 View at source

  • ISSN 03029743

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 View at source

Probabilistic Cross-Validation Estimators for Gaussian Process Regression

  • Martino, Luca
  • Laparra, Valero
  • Camps-Valls, Gustau;

28th European Signal Processing Conference (Eusipco 2020) (p. 823-827) - 1/1/2017

  • ISSN 20761465
  • iMarina

Recycling Gibbs Sampling

  • Martino, Luca
  • Elvira, Victor
  • Camps-Valls, Gustau;

28th European Signal Processing Conference (Eusipco 2020) (p. 171-175) - 1/1/2017

  • ISSN 20761465
  • 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 View at source

  • EISSN 2169-3536
  • ISSN 21693536

This researcher has no technical reports.

This researcher has no research projects.

This researcher has no supervised thesis.

This researcher has no patents or software licenses.

Last data update: 3/5/24 4:41 PM