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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

Universal and automatic elbow detection for learning the effective number of components in model selection problems

  • Morgado, Eduardo
  • Martino, Luca
  • San Millan-Castillo, Roberto;

Digital Signal Processing - 15/6/2023

10.1016/j.dsp.2023.104103 View at source

  • ISSN 10512004

Target-aware Bayesian inference via generalized thermodynamic integration

  • Llorente, F.
  • Martino, L.
  • Delgado, D.;

Computational Statistics - 24/4/2023

10.1007/s00180-023-01358-0 View at source

  • ISSN 09434062

On the safe use of prior densities for Bayesian model selection

  • Llorente, Fernando
  • Martino, Luca
  • Curbelo, Ernesto
  • Lopez-Santiago, Javier
  • Delgado, David;

Wiley Interdisciplinary Reviews: Computational Statistics (p. 1-29) - 1/1/2023

10.1002/wics.1595 View at source

  • ISSN 19395108

Marginal Likelihood Computation for Model Selection and Hypothesis Testing: An Extensive Review

  • Llorente, F.
  • Martino, L.
  • Delgado, D.
  • Lopez-Santiago, J.;

Siam Review (p. 3-58) - 1/1/2023

10.1137/20m1310849 View at source

  • ISSN 00361445

Optimality in noisy importance sampling

  • Llorente, Fernando
  • Martino, Luca
  • Read, Jesse
  • Delgado-Gomez, David;

SIGNAL PROCESSING (p. 1-7) - 1/5/2022

https://doi.org/10.1016/j.sigpro.2022.108455 View at source

  • EISSN 1872-7557
  • ISSN 01651684

Rethinking the Effective Sample Size

  • Elvira V
  • Martino L
  • Robert CP

INTERNATIONAL STATISTICAL REVIEW (p. 525-550) - 10/4/2022

10.1111/insr.12500 View at source

  • ISSN 03067734
Open Access

MCMC-driven importance samplers

  • Llorente, F.
  • Curbelo, E.
  • Martino, L.
  • Elvira, V.
  • Delgado, D.;

Applied Mathematical Modelling (p. 1-22) - 1/11/2022

10.1016/j.apm.2022.06.027 View at source

  • ISSN 0307-904X

Integrating Domain Knowledge in Data-Driven Earth Observation With Process Convolutions

  • Heestermans Svendsen, Daniel
  • Piles, Maria
  • Munoz-Mari, Jordi
  • Luengo, David
  • Martino, Luca
  • Camps-Valls, Gustau;

Ieee Transactions On Geoscience And Remote Sensing - 1/1/2022

10.1109/tgrs.2021.3059550 View at source

  • ISSN 01962892

An Exhaustive Variable Selection Study for Linear Models of Soundscape Emotions: Rankings and Gibbs Analysis

  • San Millan-Castillo, Roberto
  • Martino, Luca
  • Morgado, Eduardo
  • Llorente, Fernando;

Ieee-Acm Transactions On Audio Speech And Language Processing (p. 2460-2474) - 1/1/2022

10.1109/taslp.2022.3192664 View at source

  • ISSN 15587916

Retrieval of Physical Parameters With Deep Structured Kernel Regression

  • Camps-Valls, Gustau
  • Campos-Taberner, Manuel
  • Laparra, Valero
  • Martino, Luca
  • Munoz-Mari, Jordi;

Ieee Transactions On Geoscience And Remote Sensing - 1/1/2022

10.1109/tgrs.2022.3211554 View at source

  • ISSN 01962892

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

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

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 View at source

  • 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 View at source

  • 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 View at source

  • 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 View at source

  • 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 View at source

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 View at source

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 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