@inproceedings{9771953,

title = {Deep Reinforcement Learning for Random Access in Machine-Type Communication},

author = {Muhammad Awais Jadoon and Adriano Pastore and Monica Navarro and Fernando Perez-Cruz},

doi = {10.1109/WCNC51071.2022.9771953},

year  = {2022},

date = {2022-01-01},

urldate = {2022-01-01},

booktitle = {2022 IEEE Wireless Communications and Networking Conference (WCNC)},

pages = {2553-2558},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{klimovskaia2022signal,

title = {Signal Domain Learning Approach for Optoacoustic Image Reconstruction from Limited View Data},

author = {Anna Klimovskaia and Berkan Lafci and Firat Ozdemir and Neda Davoudi and Xose Luis Dean-Ben and Fernando Perez-Cruz and Daniel Razansky},

url = {https://openreview.net/forum?id=9NOyrfUBtx1},

year  = {2022},

date = {2022-01-01},

booktitle = {Medical Imaging with Deep Learning},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{9965931,

title = {Second-Order Asymptotics of Hoeffding-Like Hypothesis Tests},

author = {K. V. Harsha and Jithin Ravi and Tobias Koch},

doi = {10.1109/ITW54588.2022.9965931},

year  = {2022},

date = {2022-01-01},

booktitle = {2022 IEEE Information Theory Workshop (ITW)},

pages = {654-659},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{AArtes20g,

title = {Multinomial Sampling for hierarchical Change-Point Detection},

author = {Lorena Romero-Medrano and P Moreno-Mu\~{n}oz and Antonio Art\'{e}s-Rodr\'{i}guez},

year  = {2021},

date = {2021-10-08},

urldate = {2020-09-21},

booktitle = {Journal of Signal Processing Systems},

keywords = {Bayesian inference, change-point detection (CPD), latent variable models, multinomial likelihoods},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{GargRamirez,

title = {Sparse subspace averaging for order estimation},

author = {V. Garg and David Ram\'{i}rez and Ignacio Santamar\'{i}a},

doi = {10.1109/SSP49050.2021.9513773},

year  = {2021},

date = {2021-07-01},

urldate = {2021-07-01},

booktitle = {Proc. IEEE Work. Stat. Signal Process.},

address = {Rio de Janeiro, Brazil},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{2021EGUGA..23.6154P,

title = {Data-driven automatic predictions of avalanche danger in Switzerland},

author = {C. P\'{e}rez-Guill\'{e}n and M. Hendrick and Frank Techel and A. Herwijnen and Michele Volpi and Olevski Tasko and Fernando Perez-Cruz and G. Obozinski and J. Schweizer},

doi = {10.5194/egusphere-egu21-6154},

year  = {2021},

date = {2021-04-01},

urldate = {2021-04-01},

booktitle = {EGU General Assembly Conference Abstracts},

pages = {EGU21-6154},

series = {EGU General Assembly Conference Abstracts},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{9287359,

title = {Kalman-based nested hybrid filters for recursive inference in state-space models},

author = {Sara P\'{e}rez-Vieites and Joaqu\'{i}n M\'{i}guez},

doi = {10.23919/Eusipco47968.2020.9287359},

year  = {2021},

date = {2021-01-01},

booktitle = {2020 28th European Signal Processing Conference (EUSIPCO)},

pages = {2468-2472},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{9287757,

title = {On the computation of marginal likelihood via MCMC for model selection and hypothesis testing},

author = {Fernando Llorente and Luca Martino and David Delgado-G\'{o}mez and J L\'{o}pez-Santiago},

doi = {10.23919/Eusipco47968.2020.9287757},

year  = {2021},

date = {2021-01-01},

urldate = {2021-01-01},

booktitle = {2020 28th European Signal Processing Conference (EUSIPCO)},

pages = {2373-2377},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{Ravi-Asilomar2021,

title = {Scaling Laws for Many-Access Channels and Unsourced Random Access},

author = {Jithin Ravi and Tobias Koch},

doi = {10.1109/IEEECONF53345.2021.9723116 address = Pacific Grove, CA, USA},

year  = {2021},

date = {2021-01-01},

urldate = {2021-01-01},

booktitle = {2021 55th Asilomar Conference on Signals, Systems, and Computers},

pages = {1482-1487},

note = {Invited},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{virgili2021uncertainty,

title = {Uncertainty Propagation Meeting Space Debris Needs},

author = {Benjamin Bastida Virgili and Jorge Bravo Aguado and Alejandro Cano and Diego Escobar and Stijn S Lemmens and J L\'{o}pez-Santiago and Alberto L\'{o}pez Yela and Pablo M Olmos and Klaus Merz and Joaqu\'{i}n M\'{i}guez and Manuel A V\'{a}zquez},

year  = {2021},

date = {2021-01-01},

urldate = {2021-01-01},

booktitle = {8th European Conference on Space Debris},

keywords = {yo},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{Tobi20c,

title = {Bursty Wireless Networks of Bounded Capacity},

author = {Grace Villacr\'{e}s and Tobias Koch and Gonzalo Vazquez-Vilar},

doi = {10.1109/ISIT44484.2020.9174034},

year  = {2020},

date = {2020-06-21},

booktitle = {2020 IEEE International Symposium on Information Theory (ISIT)},

pages = {2959-2964},

keywords = {Signal to noise ratio},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{Tobi20d,

title = {A High-SNR Normal Approximation for MIMO Rayleigh Block-Fading Channels},

author = {Chao Qi and Tobias Koch},

doi = {10.1109/ISIT44484.2020.9174409},

year  = {2020},

date = {2020-06-21},

booktitle = {2020 IEEE International Symposium on Information Theory (ISIT)},

pages = {2314-2319},

keywords = {Multiple Input Multiple Output (MIMO), Signal to noise ratio},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{Tobi20e,

title = {Capacity per Unit-Energy of Gaussian Random Many-Access Channels},

author = {Jithin Ravi and Tobias Koch},

doi = {10.1109/ISIT44484.2020.9174091},

year  = {2020},

date = {2020-06-21},

booktitle = {2020 IEEE International Symposium on Information Theory (ISIT)},

pages = {3025-3030},

keywords = {Gaussian channels},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{2020EGUGA..2219564S,

title = {Data assimilation in lake Geneva using the SPUX framework},

author = {Artur Safin and Damien Bouffard and James Runnalls and Fotis Georgatos and Eric Bouillet and Firat Ozdemir and Fernando Perez-Cruz and Jonas \v{S}ukys},

doi = {10.5194/egusphere-egu2020-19564},

year  = {2020},

date = {2020-05-01},

urldate = {2020-05-01},

booktitle = {EGU General Assembly Conference Abstracts},

pages = {19564},

series = {EGU General Assembly Conference Abstracts},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{gvazquez-IZS2020,

title = {On the Error Probability of Optimal Codes in Gaussian Channels under Average Power Constraint},

author = {Gonzalo Vazquez-Vilar},

year  = {2020},

date = {2020-02-01},

booktitle = {2020 International Zurich Seminar on Information and Communication (IZS 2020)},

address = {Zurich, Switzerland},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{ethz-b-000403243,

title = {On the Per-User Probability of Error in Gaussian Many-Access Channels},

author = {Jithin Ravi and Tobias Koch},

year  = {2020},

date = {2020-01-01},

booktitle = {International Zurich Seminar on Information and Communication (IZS 2020)},

pages = {139-143},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{perez2020nested,

title = {A nested hybrid filter for parameter estimation and state tracking in homogeneous multi-scale models},

author = {Sara P\'{e}rez-Vieites and Joaqu\'{i}n M\'{i}guez},

year  = {2020},

date = {2020-01-01},

booktitle = {2020 IEEE 23rd International Conference on Information Fusion (FUSION)},

pages = {1--8},

organization = {IEEE},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{norbury2020use,

title = {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},

author = {Agnes Norbury and Shelley Liu and Maria Luisa Barrigon and Juan Jose Campana-Montes and Lorena Romero-Medrano and Emma Smith and Elizabeth Ramjas and Antonio Art\'{e}s-Rodr\'{i}guez and Enrique Baca-Garcia and Mercedes M Perez-Rodriguez},

year  = {2020},

date = {2020-01-01},

booktitle = {NEUROPSYCHOPHARMACOLOGY},

volume = {45},

number = {SUPPL 1},

pages = {300--300},

organization = {SPRINGERNATURE CAMPUS, 4 CRINAN ST, LONDON, N1 9XW, ENGLAND},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{kim2020sleep,

title = {Sleep Dynamics, Weight, and Appetite in a Prospective Cohort of Psychiatric Patients During COVID-19},

author = {Youngjung Kim and Juan Jose Campa\~{n}a-Montes and Antonio Art\'{e}s-Rodr\'{i}guez and Enrique Baca-Garcia and Mercedes M Perez-Rodriguez},

year  = {2020},

date = {2020-01-01},

booktitle = {NEUROPSYCHOPHARMACOLOGY},

volume = {45},

number = {SUPPL 1},

pages = {254--255},

organization = {SPRINGERNATURE CAMPUS, 4 CRINAN ST, LONDON, N1 9XW, ENGLAND},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{aradillas2020improving,

title = {Improving offline HTR in small datasets by purging unreliable labels},

author = {Jos\'{e} Carlos Aradillas and Juan Jos\'{e} Murillo-Fuentes and Pablo M Olmos},

year  = {2020},

date = {2020-01-01},

booktitle = {2020 17th International Conference on Frontiers in Handwriting Recognition (ICFHR)},

pages = {25--30},

organization = {IEEE},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{rios2020hidden,

title = {Hidden Markov Models for Activity Detection in Atrial Fibrillation Electrograms},

author = {Gonzalo R\'{i}os-Mu\~{n}oz and Fernando Moreno-Pino and Nina Soto and Pablo M Olmos and Antonio Art\'{e}s-Rodr\'{i}guez and Francisco Fernandez-Aviles and Angel Arenal},

year  = {2020},

date = {2020-01-01},

booktitle = {2020 Computing in Cardiology},

pages = {1--4},

organization = {IEEE},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{9322143,

title = {On the Design of Generalized LDPC Codes with Component BCJR Decoding},

author = {Yanfang Liu and Pablo M Olmos and David G M Mitchell},

doi = {10.1109/GLOBECOM42002.2020.9322143},

year  = {2020},

date = {2020-01-01},

booktitle = {GLOBECOM 2020 - 2020 IEEE Global Communications Conference},

pages = {1-6},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{leon2020modulation,

title = {Modulation of LED Photo-Luminescence for Underwater Optical Communications},

author = {Walter D Leon-Salas and Xiaozhe Fan and James Hidalgo and Borja Peleato and Pablo J Molina},

year  = {2020},

date = {2020-01-01},

booktitle = {2020 IEEE International Symposium on Circuits and Systems (ISCAS)},

pages = {1--5},

organization = {IEEE},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{zhang2020average,

title = {On the average rate for coded caching with heterogeneous user profiles},

author = {Ciyuan Zhang and Borja Peleato},

year  = {2020},

date = {2020-01-01},

booktitle = {ICC 2020-2020 IEEE International Conference on Communications (ICC)},

pages = {1--6},

organization = {IEEE},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{chang2020coded,

title = {On coded caching for two users with overlapping demand sets},

author = {Chih-Hua Chang and Chih-Chun Wang and Borja Peleato},

year  = {2020},

date = {2020-01-01},

booktitle = {ICC 2020-2020 IEEE International Conference on Communications (ICC)},

pages = {1--6},

organization = {IEEE},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{naviadouble,

title = {Double Confidential Federated Machine Learning Logistic Regression for Industrial Data Platforms},

author = {A Navia-V\'{a}zquez and Manuel A V\'{a}zquez and J Cid-Sueiro},

year  = {2020},

date = {2020-01-01},

urldate = {2020-01-01},

booktitle = {International Workshop on Federated Learning for User Privacy and Data Confidentiality in Conjunction with ICML (FL-ICML) 2020},

keywords = {yo},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{Bonilla-EscribanoRamirezArtes-Rodriguez-2020,

title = {Modeling phone call durations via switching Poisson processes with applications in mental health},

author = {P Bonilla-Escribano and David Ram\'{i}rez and Antonio Art\'{e}s-Rodr\'{i}guez},

year  = {2020},

date = {2020-00-01},

booktitle = {Proc. IEEE Int. Work. Machine Learning for Signal Process.},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{Moreno-MunozRamirezArtes-Rodriguez-2020,

title = {Continual learning for infinite hierarchical change-point detection},

author = {P Moreno-Mu\~{n}oz and David Ram\'{i}rez and Antonio Art\'{e}s-Rodr\'{i}guez},

doi = {10.1109/ICASSP40776.2020.9053853},

year  = {2020},

date = {2020-00-01},

booktitle = {Proc. IEEE Int. Conf. Acoustics, Speech and Signal Process.},

address = {Barcelona, Spain},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{XiaoRamirezSchreier-2020,

title = {A general test for the linear structure of covariance matrices of Gaussian populations},

author = {Y -H Xiao and David Ram\'{i}rez and Peter J Schreier},

doi = {10.1109/ICASSP40776.2020.9053718},

year  = {2020},

date = {2020-00-01},

booktitle = {Proc. IEEE Int. Conf. Acoustics, Speech and Signal Process.},

address = {Barcelona, Spain},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{JMiguez19c,

title = {Multilayer Models of Random Sequences: Representability and Inference via Nonlinear Population Monte Carlo},

author = {Joaqu\'{i}n Miguez and Lucas Lacasa and Jos\'{e} A. Mart\'{i}nez-Ord\'{o}\~{n}ez and In\'{e}s P. Mari\~{n}o},

doi = {10.1109/CAMSAP45676.2019.9022529},

year  = {2019},

date = {2019-12-15},

booktitle = {2019 IEEE 8th International Workshop on Computational Advances in Multi-Sensor Adaptive Processing (CAMSAP)},

keywords = {Markov chains, Multilayer networks, population Monte Carlo, random sequences},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{gvazquez-isit2019,

title = {On the Error Probability of Optimal Codes in Gaussian Channels under Maximal Power Constraint},

author = {Gonzalo Vazquez-Vilar},

year  = {2019},

date = {2019-07-01},

booktitle = {2019 IEEE International Symposium on Information Theory (ISIT 2019)},

address = {Paris, France},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{8849659,

title = {Saddlepoint Approximations for Noncoherent Single-Antenna Rayleigh Block-Fading Channels},

author = {Alejandro Lancho and Johan \"{O}stman and Giuseppe Durisi and Tobias Koch and Gonzalo Vazquez-Vilar},

year  = {2019},

date = {2019-01-01},

booktitle = {2019 IEEE International Symposium on Information Theory (ISIT)},

pages = {612-616},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{8849751,

title = {Capacity per Unit-Energy of Gaussian Many-Access Channels},

author = {Jithin Ravi and Tobias Koch},

year  = {2019},

date = {2019-01-01},

booktitle = {2019 IEEE International Symposium on Information Theory (ISIT)},

pages = {2763-2767},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{BonillaEscribano2019MixturesOH,

title = {Mixtures of Heterogeneous Poisson Processes for the Assessment of e-Social Activity in Mental Health},

author = {P Bonilla-Escribano and David Ram\'{i}rez and Antonio Art\'{e}s-Rodr\'{i}guez},

year  = {2019},

date = {2019-01-01},

abstract = {This work introduces a novel method to assess the social activity maintained by psychiatric patients using information and communication technologies. In particular, we jointly model using point processes the e-social activity patterns from two heterogeneous sources: the usage of phone calls and social and communication apps. We propose a nonhomogeneous Poisson mixture model with periodic (circadian) intensity function using a truncated Fourier series expansion, which is inferred using a trust-region algorithm, and it is able to cope with the different daily patterns of a person. The analysis of the usage of phone calls and social and communication apps of a cohort of 164 patients reveals that 25 patterns suffice to characterize their daily behavior.},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{perez2019second,

title = {Second Order Subspace Statistics for Adaptive State-Space Partitioning in Multiple Particle Filtering},

author = {Sara P\'{e}rez-Vieites and Jordi Vil\'{a}-Valls and M\'{o}nica F Bugallo and Joaqu\'{i}n M\'{i}guez and Pau Closas},

doi = {10.1109/CAMSAP45676.2019.9022449},

year  = {2019},

date = {2019-01-01},

urldate = {2019-01-01},

booktitle = {2019 IEEE 8th International Workshop on Computational Advances in Multi-Sensor Adaptive Processing (CAMSAP)},

pages = {609-613},

organization = {IEEE},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{9049072,

title = {Finite-Blocklength Approximations for Noncoherent Rayleigh Block-Fading Channels},

author = {Alejandro Lancho and Johan \"{O}stman and Tobias Koch and Gonzalo Vazquez-Vilar},

doi = {10.1109/IEEECONF44664.2019.9049072},

year  = {2019},

date = {2019-01-01},

booktitle = {2019 53rd Asilomar Conference on Signals, Systems, and Computers},

pages = {815-819},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{10.1007/978-3-030-21949-9_21,

title = {Synchrotron X-Ray Phase Contrast Imaging and Deep Neural Networks for Cardiac Collagen Quantification in Hypertensive Rat Model},

author = {Hector Dejea and Christine Tanner and R. Achanta and Marco Stampanoni and Fernando Perez-Cruz and Ender Konukoglu and Anne Bonnin},

editor = {Yves Coudi`ere and Val\'{e}ry Ozenne and Edward Vigmond and Nejib Zemzemi},

isbn = {978-3-030-21949-9},

year  = {2019},

date = {2019-01-01},

urldate = {2019-01-01},

booktitle = {Functional Imaging and Modeling of the Heart},

pages = {187--195},

publisher = {Springer International Publishing},

address = {Cham},

abstract = {\"{A}n excessive deposition of collagen matrix in the myocardium has been clearly identified as an indication of the progression towards heart failure. Nevertheless, few studies have been performed for its quantification and most of them use 2D histological images, thus losing valuable encoded 3D information. In this study, several biopsies of areas of the left ventricle from age-matched spontaneously hypertensive rats and Wistar Kyoto rats were imaged using synchrotron radiation-based X-ray phase contrast imaging. Then, an optimized deep neural network was used for automatic image segmentation in order to assess collagen fraction differences between models as well as its age dependency. The results show a general increase in the collagen percentage in the hypertensive model and for older rats. Such tendency is comparable with the reports found in the literature. Therefore, this proof of concept shows that synchrotron imaging in combination with deep neural networks is a powerful tool for the investigation and quantification of cardiac microstructures."},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{10.1007/978-3-030-21568-2_11,

title = {PassGAN: A Deep Learning Approach for Password Guessing},

author = {Briland Hitaj and Paolo Gasti and Giuseppe Ateniese and Fernando Perez-Cruz},

editor = {Robert H. Deng and Val\'{e}rie Gauthier-Uma\~{n}a and Mart\'{i}n Ochoa and Moti Yung},

isbn = {978-3-030-21568-2},

year  = {2019},

date = {2019-01-01},

booktitle = {\"{A}pplied Cryptography and Network Security"},

pages = {217--237},

publisher = {Springer International Publishing},

address = {Cham},

abstract = {State-of-the-art password guessing tools, such as HashCat and John the Ripper, enable users to check billions of passwords per second against password hashes. In addition to performing straightforward dictionary attacks, these tools can expand password dictionaries using password generation rules, such as concatenation of words (e.g., ``password123456'') and leet speak (e.g., ``password'' becomes ``p4s5w0rd''). Although these rules work well in practice, creating and expanding them to model further passwords is a labor-intensive task that requires specialized expertise.},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{HorstmannRamirezSchreier-2019,

title = {Two-channel passive detection of cyclostationary signals in noise with spatio-temporal structure},

author = {S Horstmann and David Ram\'{i}rez and Peter J Schreier and Aaron Pries},

doi = {10.1109/IEEECONF44664.2019.9048746},

year  = {2019},

date = {2019-00-01},

booktitle = {Asilomar Conf. Signals, Syst. and Computers},

address = {Pacific Grove, USA},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{HorstmannRamirezSchreier-2019b,

title = {Two-channel passive detection exploiting cyclostationarity},

author = {S Horstmann and David Ram\'{i}rez and Peter J Schreier},

doi = {10.23919/EUSIPCO.2019.8902989},

year  = {2019},

date = {2019-00-01},

booktitle = {Proc. Eur. Signal Process. Conf.},

address = {A Coru~na, Spain},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{JMiguez18d,

title = {A Comparison Of Clipping Strategies For Importance Sampling},

author = {Luca Martino and Victor Elvira and Joaqu\'{i}n Miguez and Antonio Art\'{e}s-Rodr\'{i}guez and Petar M Djuric},

doi = {10.1109/SSP.2018.8450722},

year  = {2018},

date = {2018-06-10},

booktitle = {2018 IEEE Statistical Signal Processing Workshop (SSP)},

keywords = {Bayesian inference, Importance sampling, Monte Carlo methods, Parameter estimation, Variance Reduction methods},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{JMiguez18e,

title = {A Probabilistic Approach for Adaptive State-Space Partitioning},

author = {Jordi Vil\`{a}-Valls and Pau Closas and M\'{o}nica F Bugallo and Joaqu\'{i}n Miguez},

doi = {10.1109/SSP.2018.8450821},

year  = {2018},

date = {2018-06-10},

journal = {2018 IEEE Statistical Signal Processing Workshop (SSP)},

keywords = {Adaptive state partitioning, correlated subspaces, multiple Gaussian filtering, uncertainty exchange},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{gvazquez-isit2018b,

title = {Saddlepoint approximation of the error probability of binary hypothesis testing},

author = {Gonzalo Vazquez-Vilar and Albert Guillen i Fabregas and Tobias Koch and Alejandro Lancho},

year  = {2018},

date = {2018-06-01},

booktitle = {2018 IEEE International Symposium on Information Theory (ISIT 2018)},

address = {Vail, USA},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{gvazquez-isit2018a,

title = {The error probability of generalized perfect codes},

author = {Gonzalo Vazquez-Vilar and Albert Guillen i Fabregas and Sergio Verdu},

year  = {2018},

date = {2018-06-01},

booktitle = {2018 IEEE International Symposium on Information Theory (ISIT 2018)},

address = {Vail, USA},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{8437597,

title = {Design of Discrete Constellations for Peak-Power-Limited complex Gaussian Channels},

author = {Wasim Huleihel and Ziv Goldfeld and Tobias Koch and Mokshay Madiman and Muriel M\'{e}dard},

year  = {2018},

date = {2018-06-01},

booktitle = {2018 IEEE International Symposium on Information Theory (ISIT)},

pages = {556-560},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{JMiguez18f,

title = {The Incremental Proximal Method: A Probabilistic Perspective},

author = {O. D. Akyildiz and V\'{i}ctor Elvira and Joaqu\'{i}n M\'{i}guez},

doi = {10.1109/ICASSP.2018.8462131},

issn = {2379-190X},

year  = {2018},

date = {2018-04-15},

booktitle = {2018 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)},

keywords = {Incremental proximal methods, Kalman filtering, Stochastic optimization},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{IglesiasSegarraRey-Escudero:2018,

title = {Demixing and blind deconvolution of graph-diffused sparse signals},

author = {Fernando J Iglesias and Santiago Segarra and Samuel Rey-Escudero and Antonio G Marques and David Ram\'{i}rez},

year  = {2018},

date = {2018-04-01},

booktitle = {Proc. IEEE Int. Conf. Acoustics, Speech and Signal Process.},

address = {Calgary, Canada},

abstract = {This paper generalizes the classical joint problem of signal demixing and blind deconvolution to the realm of graphs. We investigate a setup where a single observation formed by the sum of multiple textitgraph signals is available. The main assumption is that each individual signal is generated by an originally textitsparse input diffused through the graph via the application of a textitgraph filter. In this context, we address the related problems of: 1) separating the individual graph signals, 2) identifying the unknown input supports, and 3) estimating the coefficients of the diffusing graph filters. We first consider the case where each signal -- prior to mixing -- is diffused in a different graph. We then particularize the results for the more challenging case where all the signals are diffused in the same graph. The corresponding demixing and blind graph-signal deconvolution problems are formulated, convex relaxations are presented, and recovery conditions are discussed. Numerical experiments in both the single and multiple graph cases show the capabilities of demixing in synthetic and biology-inspired graphs.},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{RamirezRomeroVia:2018,

title = {Locally optimal invariant detector for testing equality of two power spectral densities},

author = {David Ram\'{i}rez and D Romero and Javier V\'{i}a and Roberto L\'{o}pez-Valcarce and Ignacio Santamar\'{i}a},

year  = {2018},

date = {2018-04-01},

booktitle = {Proc. IEEE Int. Conf. Acoustics, Speech and Signal Process.},

address = {Calgary, Canada},

abstract = {This work addresses the problem of determining whether two multivariate random time series have the same power spectral density (PSD), which has applications, for instance, in physical-layer security and cognitive radio. Remarkably, existing detectors for this problem do not usually provide any kind of optimality. Thus, we study here the existence under the Gaussian assumption of optimal invariant detectors for this problem, proving that the uniformly most powerful invariant test (UMPIT) does not exist. Thus, focusing on close hypotheses, we show that the locally most powerful invariant test (LMPIT) only exists for univariate time series. In the multivariate case, we prove that the LMPIT does not exist. However, this proof suggests two LMPIT-inspired detectors, one of which outperforms previously proposed approaches, as computer simulations show.},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{gvazquez-ciss2018,

title = {Saddlepoint Approximations of Lower and Upper Bounds to the Error Probability in Channel Coding},

author = {Josep Font-Segura and Gonzalo Vazquez-Vilar and Alfonso Martinez and Albert Guill\'{e}n i F\'{a}bregas and Alejandro Lancho},

year  = {2018},

date = {2018-03-01},

booktitle = {52th Annual Conference on Information Sciences and Systems (CISS)},

address = {Princeton, USA},

note = {Invited},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{8362297,

title = {Normal approximations for fading channels},

author = {Alejandro Lancho and Tobias Koch and Giuseppe Durisi},

year  = {2018},

date = {2018-03-01},

booktitle = {2018 52nd Annual Conference on Information Sciences and Systems (CISS)},

pages = {1-6},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}