Conference Publications

208 entries « 2 of 5 »

2014

Bocharova, Irina E; Guillén i Fàbregas, Albert ; Kudryashov, Boris D; Martinez, Alfonso ; Tauste Campo, Adria ; Vazquez-Vilar, Gonzalo

Source-Channel Coding with Multiple Classes Inproceedings

2014 IEEE International Symposium on Information Theory (ISIT 2014), Honolulu, HI, USA, 2014.

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Taborda, Camilo G; Perez-Cruz, Fernando ; Guo, Dongning

New Information-Estimation Results for Poisson, Binomial and Negative Binomial Models Inproceedings

2014 IEEE International Symposium on Information Theory, pp. 2207–2211, IEEE, Honolulu, 2014, ISBN: 978-1-4799-5186-4.

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Miguez, Joaquin

On the uniform asymptotic convergence of a distributed particle filter Inproceedings

2014 IEEE 8th Sensor Array and Multichannel Signal Processing Workshop (SAM), pp. 241–244, IEEE, A Coruña, 2014, ISBN: 978-1-4799-1481-4.

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Crisan, Dan ; Miguez, Joaquin

Nested Particle Filters for Sequential Parameter Estimation in Discrete-time State-space Models Inproceedings

SIAM 2014 Conference on Uncertainty Quantification, Savannah, 2014.

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Martino, Luca ; Elvira, Víctor ; Luengo, David

An Adaptive Population Importance Sampler Inproceedings

IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP 2014), Florencia, 2014.

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Pastore, Adriano ; Koch, Tobias ; Fonollosa, Javier Rodriguez

A Rate-Splitting Approach to Fading Multiple-Access Channels with Imperfect Channel-State Information Inproceedings

International Zurich Seminar on Communications (IZS), Zurich, 2014.

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Montoya-Martinez, Jair ; Artés-Rodríguez, Antonio ; Pontil, Massimiliano

Structured Sparse-Low Rank Matrix Factorization for the EEG Inverse Problem Inproceedings

4th International Workshop on Cognitive Information Processing (CIP 2014), Copenhagen, 2014.

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Elvira, Víctor ; Nazabal, Alfredo ; Artés-Rodríguez, Antonio

A Novel Feature Extraction Technique for Human Activity Recognition Inproceedings

2014 IEEE Workshop on Statistical Signal Processing (SSP 2014), Gold Coast, 2014.

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Martino, Luca ; Elvira, Víctor ; Luengo, David ; Artés-Rodríguez, Antonio ; Carander, Jukka

Orthogonal MCMC Algorithms Inproceedings

2014 IEEE Workshop on Statistical Signal Processing (SSP 2014), Gold Coast, 2014.

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Trigano, Tom ; Kolesnikov, V; Luengo, David ; Artés-Rodríguez, Antonio

Grouped Sparsity Algorithm for Multichannel Intracardiac ECG Synchronization Inproceedings

22nd European Signal Processing Conference (EUSIPCO 2014), Lisbon, 2014.

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Valera, Isabel ; Ghahramani, Z

General Table Completion using a Bayesian Nonparametric Model Inproceedings

Neural Information Processing Systems Conference 2014 (NIPS 2014), Montreal, 2014.

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Pradier, Melanie ; Moreno, Pablo G; Ruiz, Francisco J R; Valera, Isabel ; Molina-Bulla, Harold ; Perez-Cruz, Fernando

Map/Reduce Uncollapsed Gibbs Sampling for Bayesian Non Parametric Models Inproceedings

NIPS Workshop on Software Engineering for Machine Learning, Montreal, 2014.

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Ruiz, Francisco J R; Lawrence, Neil D; Hensman, James

True Natural Gradient of Collapsed Variational Bayes Inproceedings

NIPS Workshop on Advances in Variational Inference, Montreal, 2014.

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Valera, Isabel ; Ruiz, Francisco J R; Perez-Cruz, Fernando

Infinite Factorial Unbounded Hidden Markov Model for Blind Multiuser Channel Estimation Inproceedings

2014 4th International Workshop on Cognitive Information Processing (CIP), pp. 1–6, IEEE, Copenhagen, 2014, ISBN: 978-1-4799-3696-0.

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Gopalan, Prem ; Ruiz, Francisco J R; Ranganath, Rajesh ; Blei, David M

Bayesian Nonparametric Poisson Factorization for Recommendation Systems Inproceedings

International Conference on Artificial Intelligence and Statistics (AISTATS), Reykjavik, 2014.

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Yang, Wei ; Durisi, Giuseppe ; Koch, Tobias ; Polyanskiy, Yury

Dispersion of Quasi-Static MIMO Fading Channels via Stokes' Theorem Inproceedings

2014 IEEE International Symposium on Information Theory, pp. 2072–2076, IEEE, Honolulu, 2014, ISBN: 978-1-4799-5186-4.

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Koch, Tobias

On the Dither-Quantized Gaussian Channel at Low SNR Inproceedings

2014 IEEE International Symposium on Information Theory, pp. 186–190, IEEE, Honolulu, 2014, ISBN: 978-1-4799-5186-4.

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Ostman, Johan ; Yang, Wei ; Durisi, Giuseppe ; Koch, Tobias

Diversity Versus Multiplexing at Finite Blocklength Inproceedings

2014 11th International Symposium on Wireless Communications Systems (ISWCS), pp. 702–706, IEEE, Barcelona, 2014, ISBN: 978-1-4799-5863-4.

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Cespedes, Javier ; Olmos, Pablo M; Sanchez-Fernandez, Matilde ; Perez-Cruz, Fernando

Improved Performance of LDPC-Coded MIMO Systems with EP-based Soft-Decisions Inproceedings

2014 IEEE International Symposium on Information Theory, pp. 1997–2001, IEEE, Honolulu, 2014, ISBN: 978-1-4799-5186-4.

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Stinner, Markus ; Olmos, Pablo M

Analyzing Finite-length Protograph-Based Spatially Coupled LDPC Codes Inproceedings

2014 IEEE International Symposium on Information Theory, pp. 891–895, IEEE, Honolulu, 2014, ISBN: 978-1-4799-5186-4.

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Olmos, Pablo M; Mitchell, David G M; Truhachev, Dmitry ; Costello, Daniel J

Improving the Finite-Length Performance of Long SC-LDPC Code Chains by Connecting Consecutive Chains Inproceedings

8th IEEE International Symposium on Turbo Codes & Iterative Information Processing, pp. 72–76, IEEE, Bremen, 2014.

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Djuric, Petar M; Bravo-Santos, Ángel M

Cooperative Mesh Networks with EGC Detectors Inproceedings

2014 IEEE 8th Sensor Array and Multichannel Signal Processing Workshop (SAM), pp. 225–228, IEEE, A Coruña, 2014, ISBN: 978-1-4799-1481-4.

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2013

Vazquez-Vilar, Gonzalo ; Tauste Campo, Adria ; Guillén i Fàbregas, Albert ; Martinez, Alfonso

The Meta-Converse Bound is Tight Inproceedings

2013 IEEE International Symposium on Information Theory (ISIT 2013), Istanbul, Turkey, 2013.

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Alvarado, Alex ; Brannstrom, Fredrik ; Agrell, Erik ; Koch, Tobias

High-SNR Asymptotics of Mutual Information for Discrete Constellations Inproceedings

2013 IEEE International Symposium on Information Theory, pp. 2274–2278, IEEE, Istanbul, 2013, ISSN: 2157-8095.

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Koblents, Eugenia ; Miguez, Joaquin

Robust Mixture Population Monte Carlo Scheme with Adaptation of the Number of Components Inproceedings

European Signal Processing Conference (EUSIPCO) 2013, Marrakech, 2013.

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Salamanca, Luis ; Murillo-Fuentes, Juan Jose ; Olmos, Pablo M; Perez-Cruz, Fernando

Improving the BP Estimate over the AWGN Channel Using Tree-Structured Expectation Propagation Inproceedings

2013 IEEE International Symposium on Information Theory, pp. 2990–2994, IEEE, Istanbul, 2013, ISSN: 2157-8095.

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Yang, Wei ; Durisi, Giuseppe ; Koch, Tobias ; Polyanskiy, Yury

Block-Fading Channels at Finite Blocklength Inproceedings

Proceedings of the International Symposium on Wireless Communication Systems (ISWCS), Ilmenau, Germany, Aug. 2013, Ilmenau, 2013.

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Bifet, Albert ; Read, Jesse ; Zliobaite, Indre ; Pfahringer, Bernhard ; Holmes, Geoff

Machine Learning and Knowledge Discovery in Databases Inproceedings

Blockeel, Hendrik ; Kersting, Kristian ; Nijssen, Siegfried ; Železný, Filip (Ed.): ECML 2013: 24th European Conference on Machine Learning, Springer Berlin Heidelberg, 2013, ISBN: 978-3-642-40987-5.

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Olmos, Pablo M; Mitchell, David G M; Truhachev, Dmitri ; Daniel J. Costello, Jr

A Finite Length Performance Analysis of LDPC Codes Constructed by Connecting Spatially Coupled Chains Inproceedings

2013 IEEE Information Theory Workshop, Seville, 2013.

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Ruiz, Francisco J R; Valera, Isabel ; Perez-Cruz, Fernando

A Bayesian Nonparametric Receiver for Joint Channel Estimation and Symbol Detection for Multiple Users Inproceedings

Information Theory and Applications (ITA), San Diego, 2013.

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Durisi, Giuseppe ; Tarable, Alberto ; Koch, Tobias

On the Multiplexing Gain of MIMO Microwave Backhaul Links Affected by Phase Noise Inproceedings

2013 IEEE International Conference on Communications (ICC), pp. 3209–3214, IEEE, Budapest, 2013, ISSN: 1550-3607.

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Read, Jesse ; Martino, Luca ; Luengo, David

Eficient Monte Carlo Optimization for Multi-Label Classifier Chains Inproceedings

ICASSP 2013: The 38th International Conference on Acoustics, Speech, and Signal Processing, Vancouver, 2013.

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Luengo, David ; Via, Javier ; Monzon, Sandra ; Trigano, Tom ; Artés-Rodríguez, Antonio

Cross-Products LASSO Inproceedings

2013 IEEE International Conference on Acoustics, Speech and Signal Processing, pp. 6118–6122, IEEE, Vancouver, 2013, ISSN: 1520-6149.

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Olmos, Pablo M; Urbanke, Rudiger

A Closed-Form Scaling Law for Convolutional LDPC Codes Over the BEC Inproceedings

2013 IEEE Information Theory Workshop, Seville, 2013.

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Vazquez, Manuel A; Jin, Jing ; Dauwels, Justin ; Vialatte, Francois B

Automated Detection of Paroxysmal Gamma Waves in Meditation EEG Inproceedings

2013 IEEE International Conference on Acoustics, Speech and Signal Processing, pp. 1192–1196, IEEE, Vancouver, 2013, ISSN: 1520-6149.

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Yang, Wei ; Durisi, Giuseppe ; Koch, Tobias ; Polyanskiy, Yury

Quasi-Static SIMO Fading Channels at Finite Blocklength Inproceedings

2013 IEEE International Symposium on Information Theory, pp. 1531–1535, IEEE, Istanbul, 2013, ISSN: 2157-8095.

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Bifet, Albert ; Pfahringer, Bernhard ; Read, Jesse ; Holmes, Geoff

Efficient Data Stream Classification via Probabilistic Adaptive Windows Inproceedings

Proceedings of the 28th Annual ACM Symposium on Applied Computing - SAC '13, ACM Press, Coimbra, 2013, ISBN: 9781450316569.

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Koblents, Eugenia ; Miguez, Joaquin

A Population Monte Carlo Scheme for Computational Inference in High Dimensional Spaces Inproceedings

2013 IEEE International Conference on Acoustics, Speech and Signal Processing, pp. 6318–6322, IEEE, Vancouver, 2013, ISSN: 1520-6149.

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Alvarado, Alex ; Brännström, Fredrik ; Agrell, Erik ; Koch, Tobias

On the Asymptotic Optimality of Gray Codes for BICM and One-Dimensional Constellations Inproceedings

IEEE Communication Theory Workshop, Phuket, 2013.

BibTeX

Bifet, Albert ; Read, Jesse ; Zliobaite, Indre ; Pfahringer, Bernhard ; Holmes, Geoff

Pitfalls in Benchmarking Data Stream Classification and How to Avoid Them Inproceedings

ECML 2013: 24th European Conference on Machine Learning, 2013.

BibTeX

Ruiz, F J R; Valera, I; Olmos, Pablo M; Blanco, Carlos ; Perez-Cruz, Fernando

Infinite Continuous Feature Model for Psychiatric Comorbidity Analysis Inproceedings

Workshop in Machine Learning for Clinical Data Analysis and Healthcare at Neural Information Processing Systems Conference 2013 (NIPS2013)., Lake Tahoe, 2013.

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Ruiz, F J R; Valera, I; Blanco, Carlos ; Perez-Cruz, Fernando

Bayesian Nonparametric Comorbidity Analysis of Psychiatric Disorders Inproceedings

9th Conference on Bayesian Nonparametrics, Amsterdam, 2013.

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Gopalan, Prem ; Ruiz, Francisco J R; Ranganath, Rajesh ; Blei, David M

Bayesian Nonparametric Poisson Factorization for Recommendation Systems Inproceedings

Workshop on Probabilistic Models for Big Data at Neural Information Processing Systems Conference 2013 (NIPS 2013), Lake Tahoe, 2013.

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2012

Tauste Campo, Adria ; Vazquez-Vilar, Gonzalo ; Guillén i Fàbregas, Albert ; Koch, Tobias ; Martinez, Alfonso

Converse Bounds for Finite-Length Joint Source-Channel Coding Inproceedings

50th Annual Allerton Conference on Communication, Control and Computing (Allerton 2012), Allerton, IL, USA, 2012, (Invited).

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Domínguez-Jiménez, María Elena ; González-Prelcic, Nuria ; Vazquez-Vilar, Gonzalo ; López-Valcarce, Roberto

Design of universal multicoset sampling patterns for compressed sensing of multiband sparse signals Inproceedings

2012 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP 2012), Kyoto, Japan, 2012.

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Salamanca, Luis ; Murillo-Fuentes, Juan Jose ; Olmos, Pablo M; Perez-Cruz, Fernando

Tree-Structured Expectation Propagation for LDPC Decoding over the AWGN Channel Inproceedings

2012 IEEE International Workshop on Machine Learning for Signal Processing, pp. 1–6, IEEE, Santander, 2012, ISSN: 1551-2541.

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Zhong, Jingshan ; Dauwels, Justin ; Vazquez, Manuel A; Waller, Laura

Low-Complexity Noise-Resilient Recovery of Phase and Amplitude from Defocused Intensity Images Inproceedings

Imaging and Applied Optics Technical Papers, pp. CTu4B.1, OSA, Washington, D.C., 2012, ISBN: 1-55752-947-7.

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Koch, Tobias ; Martinez, Alfonso ; Guillen i Fabregas, Albert

The Capacity Loss of Dense Constellations Inproceedings

2012 IEEE International Symposium on Information Theory Proceedings, pp. 572–576, IEEE, Cambridge, MA, 2012, ISSN: 2157-8095.

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O'Mahony, Niamh ; Perez-Cruz, Fernando

A novel Sequential Bayesian Approach to GPS Acquisition Inproceedings

2012 3rd International Workshop on Cognitive Information Processing (CIP), pp. 1–6, IEEE, Baiona, 2012, ISBN: 978-1-4673-1878-5.

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Perez-Cruz, Fernando

New Tools to Generate Predictive Models for Attempts Suicide Inproceedings

National Conference on Psychiatry, Bilbao, 2012.

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208 entries « 2 of 5 »