Conference Publications

260 registros « 1 de 6 »

2022

Jadoon, Muhammad Awais; Pastore, Adriano; Navarro, Monica; Perez-Cruz, Fernando

Deep Reinforcement Learning for Random Access in Machine-Type Communication Artículo en actas

En: 2022 IEEE Wireless Communications and Networking Conference (WCNC), pp. 2553-2558, 2022.

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Klimovskaia, Anna; Lafci, Berkan; Ozdemir, Firat; Davoudi, Neda; Dean-Ben, Xose Luis; Perez-Cruz, Fernando; Razansky, Daniel

Signal Domain Learning Approach for Optoacoustic Image Reconstruction from Limited View Data Artículo en actas

En: Medical Imaging with Deep Learning, 2022.

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2021

Romero-Medrano, Lorena; Moreno-Muñoz, P; Artés-Rodríguez, Antonio

Multinomial Sampling for hierarchical Change-Point Detection Artículo en actas

En: Journal of Signal Processing Systems, 2021.

BibTeX | Etiquetas: Bayesian inference, change-point detection (CPD), latent variable models, multinomial likelihoods

Garg, V.; Ramírez, David; Santamaría, Ignacio

Sparse subspace averaging for order estimation Artículo en actas

En: Proc. IEEE Work. Stat. Signal Process., Rio de Janeiro, Brazil, 2021.

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Pérez-Guillén, C.; Hendrick, M.; Techel, Frank; Herwijnen, A.; Volpi, Michele; Tasko, Olevski; Perez-Cruz, Fernando; Obozinski, G.; Schweizer, J.

Data-driven automatic predictions of avalanche danger in Switzerland Artículo en actas

En: EGU General Assembly Conference Abstracts, pp. EGU21-6154, 2021.

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Pérez-Vieites, Sara; Míguez, Joaquín

Kalman-based nested hybrid filters for recursive inference in state-space models Artículo en actas

En: 2020 28th European Signal Processing Conference (EUSIPCO), pp. 2468-2472, 2021.

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Llorente, Fernando; Martino, Luca; Delgado-Gómez, David; López-Santiago, J

On the computation of marginal likelihood via MCMC for model selection and hypothesis testing Artículo en actas

En: 2020 28th European Signal Processing Conference (EUSIPCO), pp. 2373-2377, 2021.

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Ravi, Jithin; Koch, Tobias

Scaling Laws for Many-Access Channels and Unsourced Random Access Artículo en actas

En: 2021 55th Asilomar Conference on Signals, Systems, and Computers, pp. 1482-1487, 2021, (Invited).

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Virgili, Benjamin Bastida; Aguado, Jorge Bravo; Cano, Alejandro; Escobar, Diego; Lemmens, Stijn S; López-Santiago, J; Yela, Alberto López; Olmos, Pablo M; Merz, Klaus; Míguez, Joaquín; Vázquez, Manuel A

Uncertainty Propagation Meeting Space Debris Needs Artículo en actas

En: 8th European Conference on Space Debris, 2021.

BibTeX | Etiquetas: yo

2020

Villacrés, Grace; Koch, Tobias; Vazquez-Vilar, Gonzalo

Bursty Wireless Networks of Bounded Capacity Artículo en actas

En: 2020 IEEE International Symposium on Information Theory (ISIT), pp. 2959-2964, 2020.

Enlaces | BibTeX | Etiquetas: Signal to noise ratio

Qi, Chao; Koch, Tobias

A High-SNR Normal Approximation for MIMO Rayleigh Block-Fading Channels Artículo en actas

En: 2020 IEEE International Symposium on Information Theory (ISIT), pp. 2314-2319, 2020.

Enlaces | BibTeX | Etiquetas: Multiple Input Multiple Output (MIMO), Signal to noise ratio

Ravi, Jithin; Koch, Tobias

Capacity per Unit-Energy of Gaussian Random Many-Access Channels Artículo en actas

En: 2020 IEEE International Symposium on Information Theory (ISIT), pp. 3025-3030, 2020.

Enlaces | BibTeX | Etiquetas: Gaussian channels

Safin, Artur; Bouffard, Damien; Runnalls, James; Georgatos, Fotis; Bouillet, Eric; Ozdemir, Firat; Perez-Cruz, Fernando; Šukys, Jonas

Data assimilation in lake Geneva using the SPUX framework Artículo en actas

En: EGU General Assembly Conference Abstracts, pp. 19564, 2020.

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Vazquez-Vilar, Gonzalo

On the Error Probability of Optimal Codes in Gaussian Channels under Average Power Constraint Artículo en actas

En: 2020 International Zurich Seminar on Information and Communication (IZS 2020), Zurich, Switzerland, 2020.

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Ravi, Jithin; Koch, Tobias

On the Per-User Probability of Error in Gaussian Many-Access Channels Artículo en actas

En: International Zurich Seminar on Information and Communication (IZS 2020), pp. 139-143, 2020.

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Pérez-Vieites, Sara; Míguez, Joaquín

A nested hybrid filter for parameter estimation and state tracking in homogeneous multi-scale models Artículo en actas

En: 2020 IEEE 23rd International Conference on Information Fusion (FUSION), pp. 1–8, IEEE 2020.

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Norbury, Agnes; Liu, Shelley; Barrigon, Maria Luisa; Campana-Montes, Juan Jose; Romero-Medrano, Lorena; Smith, Emma; Ramjas, Elizabeth; Artés-Rodríguez, Antonio; Baca-Garcia, Enrique; Perez-Rodriguez, Mercedes M

Use of Actigraphy and Ecological Momentary Assessment to Monitor the Impact of COVID-19 on Mood and Behavior in Psychiatric Outpatients: Social Media and Smartphone App Use Predicts Maintenance of Physical Activity Artículo en actas

En: NEUROPSYCHOPHARMACOLOGY, pp. 300–300, SPRINGERNATURE CAMPUS, 4 CRINAN ST, LONDON, N1 9XW, ENGLAND 2020.

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Kim, Youngjung; Campaña-Montes, Juan Jose; Artés-Rodríguez, Antonio; Baca-Garcia, Enrique; Perez-Rodriguez, Mercedes M

Sleep Dynamics, Weight, and Appetite in a Prospective Cohort of Psychiatric Patients During COVID-19 Artículo en actas

En: NEUROPSYCHOPHARMACOLOGY, pp. 254–255, SPRINGERNATURE CAMPUS, 4 CRINAN ST, LONDON, N1 9XW, ENGLAND 2020.

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Aradillas, José Carlos; Murillo-Fuentes, Juan José; Olmos, Pablo M

Improving offline HTR in small datasets by purging unreliable labels Artículo en actas

En: 2020 17th International Conference on Frontiers in Handwriting Recognition (ICFHR), pp. 25–30, IEEE 2020.

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Ríos-Muñoz, Gonzalo; Moreno-Pino, Fernando; Soto, Nina; Olmos, Pablo M; Artés-Rodríguez, Antonio; Fernandez-Aviles, Francisco; Arenal, Angel

Hidden Markov Models for Activity Detection in Atrial Fibrillation Electrograms Artículo en actas

En: 2020 Computing in Cardiology, pp. 1–4, IEEE 2020.

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Liu, Yanfang; Olmos, Pablo M; Mitchell, David G M

On the Design of Generalized LDPC Codes with Component BCJR Decoding Artículo en actas

En: GLOBECOM 2020 - 2020 IEEE Global Communications Conference, pp. 1-6, 2020.

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Leon-Salas, Walter D; Fan, Xiaozhe; Hidalgo, James; Peleato, Borja; Molina, Pablo J

Modulation of LED Photo-Luminescence for Underwater Optical Communications Artículo en actas

En: 2020 IEEE International Symposium on Circuits and Systems (ISCAS), pp. 1–5, IEEE 2020.

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Zhang, Ciyuan; Peleato, Borja

On the average rate for coded caching with heterogeneous user profiles Artículo en actas

En: ICC 2020-2020 IEEE International Conference on Communications (ICC), pp. 1–6, IEEE 2020.

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Chang, Chih-Hua; Wang, Chih-Chun; Peleato, Borja

On coded caching for two users with overlapping demand sets Artículo en actas

En: ICC 2020-2020 IEEE International Conference on Communications (ICC), pp. 1–6, IEEE 2020.

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Navia-Vázquez, A; Vázquez, Manuel A; Cid-Sueiro, J

Double Confidential Federated Machine Learning Logistic Regression for Industrial Data Platforms Artículo en actas

En: International Workshop on Federated Learning for User Privacy and Data Confidentiality in Conjunction with ICML (FL-ICML) 2020, 2020.

BibTeX | Etiquetas: yo

Bonilla-Escribano, P; Ramírez, David; Artés-Rodríguez, Antonio

Modeling phone call durations via switching Poisson processes with applications in mental health Artículo en actas

En: Proc. IEEE Int. Work. Machine Learning for Signal Process., 2020.

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Moreno-Muñoz, P; Ramírez, David; Artés-Rodríguez, Antonio

Continual learning for infinite hierarchical change-point detection Artículo en actas

En: Proc. IEEE Int. Conf. Acoustics, Speech and Signal Process., Barcelona, Spain, 2020.

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Xiao, Y -H; Ramírez, David; Schreier, Peter J

A general test for the linear structure of covariance matrices of Gaussian populations Artículo en actas

En: Proc. IEEE Int. Conf. Acoustics, Speech and Signal Process., Barcelona, Spain, 2020.

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2019

Miguez, Joaquín; Lacasa, Lucas; Martínez-Ordóñez, José A.; Mariño, Inés P.

Multilayer Models of Random Sequences: Representability and Inference via Nonlinear Population Monte Carlo Artículo en actas

En: 2019 IEEE 8th International Workshop on Computational Advances in Multi-Sensor Adaptive Processing (CAMSAP), 2019.

Enlaces | BibTeX | Etiquetas: Markov chains, Multilayer networks, population Monte Carlo, random sequences

Vazquez-Vilar, Gonzalo

On the Error Probability of Optimal Codes in Gaussian Channels under Maximal Power Constraint Artículo en actas

En: 2019 IEEE International Symposium on Information Theory (ISIT 2019), Paris, France, 2019.

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Lancho, Alejandro; Östman, Johan; Durisi, Giuseppe; Koch, Tobias; Vazquez-Vilar, Gonzalo

Saddlepoint Approximations for Noncoherent Single-Antenna Rayleigh Block-Fading Channels Artículo en actas

En: 2019 IEEE International Symposium on Information Theory (ISIT), pp. 612-616, 2019.

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Ravi, Jithin; Koch, Tobias

Capacity per Unit-Energy of Gaussian Many-Access Channels Artículo en actas

En: 2019 IEEE International Symposium on Information Theory (ISIT), pp. 2763-2767, 2019.

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Bonilla-Escribano, P; Ramírez, David; Artés-Rodríguez, Antonio

Mixtures of Heterogeneous Poisson Processes for the Assessment of e-Social Activity in Mental Health Artículo en actas

En: 2019.

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Pérez-Vieites, Sara; Vilá-Valls, Jordi; Bugallo, Mónica F; Míguez, Joaquín; Closas, Pau

Second Order Subspace Statistics for Adaptive State-Space Partitioning in Multiple Particle Filtering Artículo en actas

En: 2019 IEEE 8th International Workshop on Computational Advances in Multi-Sensor Adaptive Processing (CAMSAP), pp. 609-613, IEEE 2019.

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Lancho, Alejandro; Östman, Johan; Koch, Tobias; Vazquez-Vilar, Gonzalo

Finite-Blocklength Approximations for Noncoherent Rayleigh Block-Fading Channels Artículo en actas

En: 2019 53rd Asilomar Conference on Signals, Systems, and Computers, pp. 815-819, 2019.

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Dejea, Hector; Tanner, Christine; Achanta, R.; Stampanoni, Marco; Perez-Cruz, Fernando; Konukoglu, Ender; Bonnin, Anne

Synchrotron X-Ray Phase Contrast Imaging and Deep Neural Networks for Cardiac Collagen Quantification in Hypertensive Rat Model Artículo en actas

En: Coudi`ere, Yves; Ozenne, Valéry; Vigmond, Edward; Zemzemi, Nejib (Ed.): Functional Imaging and Modeling of the Heart, pp. 187–195, Springer International Publishing, Cham, 2019, ISBN: 978-3-030-21949-9.

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Hitaj, Briland; Gasti, Paolo; Ateniese, Giuseppe; Perez-Cruz, Fernando

PassGAN: A Deep Learning Approach for Password Guessing Artículo en actas

En: Deng, Robert H.; Gauthier-Umaña, Valérie; Ochoa, Martín; Yung, Moti (Ed.): Äpplied Cryptography and Network Security", pp. 217–237, Springer International Publishing, Cham, 2019, ISBN: 978-3-030-21568-2.

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Horstmann, S; Ramírez, David; Schreier, Peter J; Pries, Aaron

Two-channel passive detection of cyclostationary signals in noise with spatio-temporal structure Artículo en actas

En: Asilomar Conf. Signals, Syst. and Computers, Pacific Grove, USA, 2019.

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Horstmann, S; Ramírez, David; Schreier, Peter J

Two-channel passive detection exploiting cyclostationarity Artículo en actas

En: Proc. Eur. Signal Process. Conf., A Coru~na, Spain, 2019.

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2018

Martino, Luca; Elvira, Victor; Miguez, Joaquín; Artés-Rodríguez, Antonio; Djuric, Petar M

A Comparison Of Clipping Strategies For Importance Sampling Artículo en actas

En: 2018 IEEE Statistical Signal Processing Workshop (SSP), 2018.

Enlaces | BibTeX | Etiquetas: Bayesian inference, Importance sampling, Monte Carlo methods, Parameter estimation, Variance Reduction methods

Vilà-Valls, Jordi; Closas, Pau; Bugallo, Mónica F; Miguez, Joaquín

A Probabilistic Approach for Adaptive State-Space Partitioning Artículo en actas

En: 2018.

Enlaces | BibTeX | Etiquetas: Adaptive state partitioning, correlated subspaces, multiple Gaussian filtering, uncertainty exchange

Vazquez-Vilar, Gonzalo; i Fabregas, Albert Guillen; Koch, Tobias; Lancho, Alejandro

Saddlepoint approximation of the error probability of binary hypothesis testing Artículo en actas

En: 2018 IEEE International Symposium on Information Theory (ISIT 2018), Vail, USA, 2018.

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Vazquez-Vilar, Gonzalo; i Fabregas, Albert Guillen; Verdu, Sergio

The error probability of generalized perfect codes Artículo en actas

En: 2018 IEEE International Symposium on Information Theory (ISIT 2018), Vail, USA, 2018.

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Huleihel, Wasim; Goldfeld, Ziv; Koch, Tobias; Madiman, Mokshay; Médard, Muriel

Design of Discrete Constellations for Peak-Power-Limited complex Gaussian Channels Artículo en actas

En: 2018 IEEE International Symposium on Information Theory (ISIT), pp. 556-560, 2018.

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Akyildiz, O. D.; Elvira, Víctor; Míguez, Joaquín

The Incremental Proximal Method: A Probabilistic Perspective Artículo en actas

En: 2018 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2018, ISSN: 2379-190X.

Enlaces | BibTeX | Etiquetas: Incremental proximal methods, Kalman filtering, Stochastic optimization

Iglesias, Fernando J; Segarra, Santiago; Rey-Escudero, Samuel; Marques, Antonio G; Ramírez, David

Demixing and blind deconvolution of graph-diffused sparse signals Artículo en actas

En: Proc. IEEE Int. Conf. Acoustics, Speech and Signal Process., Calgary, Canada, 2018.

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Ramírez, David; Romero, D; Vía, Javier; López-Valcarce, Roberto; Santamaría, Ignacio

Locally optimal invariant detector for testing equality of two power spectral densities Artículo en actas

En: Proc. IEEE Int. Conf. Acoustics, Speech and Signal Process., Calgary, Canada, 2018.

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Font-Segura, Josep; Vazquez-Vilar, Gonzalo; Martinez, Alfonso; i Fábregas, Albert Guillén; Lancho, Alejandro

Saddlepoint Approximations of Lower and Upper Bounds to the Error Probability in Channel Coding Artículo en actas

En: 52th Annual Conference on Information Sciences and Systems (CISS), Princeton, USA, 2018, (Invited).

BibTeX | Etiquetas:

Lancho, Alejandro; Koch, Tobias; Durisi, Giuseppe

Normal approximations for fading channels Artículo en actas

En: 2018 52nd Annual Conference on Information Sciences and Systems (CISS), pp. 1-6, 2018.

BibTeX | Etiquetas:

Geiger, Bernhard C; Koch, Tobias

On the Information Dimension Rate of Multivariate Gaussian Processes Artículo en actas

En: 2018 International Zurich Seminar on Information and Communication (IZS), pp. 56 - 60, 2018.

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260 registros « 1 de 6 »