Conference Publications

200 entries « 2 of 4 »

2014

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

Orthogonal MCMC Algorithms (Inproceeding)

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

(Abstract | Links | BibTeX)

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

Grouped Sparsity Algorithm for Multichannel Intracardiac ECG Synchronization (Inproceeding)

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

(BibTeX)

Valera, Isabel; Ghahramani,

General Table Completion using a Bayesian Nonparametric Model (Inproceeding)

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

(BibTeX)

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

Map/Reduce Uncollapsed Gibbs Sampling for Bayesian Non Parametric Models (Inproceeding)

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

(BibTeX)

Ruiz, Francisco; Lawrence, Neil; Hensman, James

True Natural Gradient of Collapsed Variational Bayes (Inproceeding)

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

(BibTeX)

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

Infinite Factorial Unbounded Hidden Markov Model for Blind Multiuser Channel Estimation (Inproceeding)

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

(Abstract | Links | BibTeX)

Gopalan, Prem; Ruiz, Francisco; Ranganath, Rajesh; Blei, David

Bayesian Nonparametric Poisson Factorization for Recommendation Systems (Inproceeding)

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

(Abstract | BibTeX)

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

Dispersion of Quasi-Static MIMO Fading Channels via Stokes' Theorem (Inproceeding)

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

(Abstract | Links | BibTeX)

Koch, Tobias

On the Dither-Quantized Gaussian Channel at Low SNR (Inproceeding)

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

(Abstract | Links | BibTeX)

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

Diversity Versus Multiplexing at Finite Blocklength (Inproceeding)

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

(Abstract | Links | BibTeX)

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

Improved Performance of LDPC-Coded MIMO Systems with EP-based Soft-Decisions (Inproceeding)

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

(Abstract | Links | BibTeX)

Stinner, Markus; Olmos, Pablo

Analyzing Finite-length Protograph-Based Spatially Coupled LDPC Codes (Inproceeding)

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

(Abstract | Links | BibTeX)

Olmos, Pablo; Mitchell, David; Truhachev, Dmitry; Costello, Daniel

Improving the Finite-Length Performance of Long SC-LDPC Code Chains by Connecting Consecutive Chains (Inproceeding)

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

(Abstract | Links | BibTeX)

Djuric, Petar; Bravo-Santos, Ángel

Cooperative Mesh Networks with EGC Detectors (Inproceeding)

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

(Abstract | Links | BibTeX)

2013

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

The Meta-Converse Bound is Tight (Inproceeding)

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

(BibTeX)

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

High-SNR Asymptotics of Mutual Information for Discrete Constellations (Inproceeding)

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

(Abstract | Links | BibTeX)

Koblents, Eugenia; Miguez, Joaquin

Robust Mixture Population Monte Carlo Scheme with Adaptation of the Number of Components (Inproceeding)

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

(Links | BibTeX)

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

Improving the BP Estimate over the AWGN Channel Using Tree-Structured Expectation Propagation (Inproceeding)

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

(Abstract | Links | BibTeX)

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

Block-Fading Channels at Finite Blocklength (Inproceeding)

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

(Abstract | Links | BibTeX)

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

Machine Learning and Knowledge Discovery in Databases (Inproceeding)

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.

(Abstract | Links | BibTeX)

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

A Finite Length Performance Analysis of LDPC Codes Constructed by Connecting Spatially Coupled Chains (Inproceeding)

2013 IEEE Information Theory Workshop, Seville, 2013.

(Links | BibTeX)

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

A Bayesian Nonparametric Receiver for Joint Channel Estimation and Symbol Detection for Multiple Users (Inproceeding)

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

(Abstract | Links | BibTeX)

Durisi, Giuseppe; Tarable, Alberto; Koch, Tobias

On the Multiplexing Gain of MIMO Microwave Backhaul Links Affected by Phase Noise (Inproceeding)

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

(Abstract | Links | BibTeX)

Read, Jesse; Martino, Luca; Luengo, David

Eficient Monte Carlo Optimization for Multi-Label Classifier Chains (Inproceeding)

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

(Abstract | BibTeX)

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

Cross-Products LASSO (Inproceeding)

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

(Abstract | Links | BibTeX)

Olmos, Pablo; Urbanke, Rudiger

A Closed-Form Scaling Law for Convolutional LDPC Codes Over the BEC (Inproceeding)

2013 IEEE Information Theory Workshop, Seville, 2013.

(Links | BibTeX)

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

Automated Detection of Paroxysmal Gamma Waves in Meditation EEG (Inproceeding)

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

(Abstract | Links | BibTeX)

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

Quasi-Static SIMO Fading Channels at Finite Blocklength (Inproceeding)

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

(Abstract | Links | BibTeX)

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

Efficient Data Stream Classification via Probabilistic Adaptive Windows (Inproceeding)

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

(Abstract | Links | BibTeX)

Koblents, Eugenia; Miguez, Joaquin

A Population Monte Carlo Scheme for Computational Inference in High Dimensional Spaces (Inproceeding)

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

(Abstract | Links | BibTeX)

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

On the Asymptotic Optimality of Gray Codes for BICM and One-Dimensional Constellations (Inproceeding)

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 (Inproceeding)

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

(BibTeX)

Ruiz,; Valera,; Olmos, Pablo; Blanco, Carlos; Perez-Cruz, Fernando

Infinite Continuous Feature Model for Psychiatric Comorbidity Analysis (Inproceeding)

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

(Abstract | Links | BibTeX)

Ruiz,; Valera,; Blanco, Carlos; Perez-Cruz, Fernando

Bayesian Nonparametric Comorbidity Analysis of Psychiatric Disorders (Inproceeding)

9th Conference on Bayesian Nonparametrics, Amsterdam, 2013.

(BibTeX)

Gopalan, Prem; Ruiz, Francisco; Ranganath, Rajesh; Blei, David

Bayesian Nonparametric Poisson Factorization for Recommendation Systems (Inproceeding)

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

(BibTeX)

2012

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

Converse Bounds for Finite-Length Joint Source-Channel Coding (Inproceeding)

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

(BibTeX)

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 (Inproceeding)

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

(BibTeX)

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

Tree-Structured Expectation Propagation for LDPC Decoding over the AWGN Channel (Inproceeding)

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

(Abstract | Links | BibTeX)

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

Low-Complexity Noise-Resilient Recovery of Phase and Amplitude from Defocused Intensity Images (Inproceeding)

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

(Abstract | Links | BibTeX)

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

The Capacity Loss of Dense Constellations (Inproceeding)

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

(Abstract | Links | BibTeX)

O'Mahony, Niamh; Perez-Cruz, Fernando

A novel Sequential Bayesian Approach to GPS Acquisition (Inproceeding)

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

(Abstract | Links | BibTeX)

Perez-Cruz, Fernando

New Tools to Generate Predictive Models for Attempts Suicide (Inproceeding)

National Conference on Psychiatry, Bilbao, 2012.

(BibTeX)

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

Finite-Length Performance of Spatially-Coupled LDPC Codes under TEP Decoding (Inproceeding)

2012 IEEE Information Theory Workshop, pp. 1–6, IEEE, Lausanne, 2012, ISBN: 978-1-4673-0223-4.

(Links | BibTeX)

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

Advances in Intelligent Data Analysis XI (Inproceeding)

Hollmén, Jaakko; Klawonn, Frank; Tucker, Allan (Ed.): Proc. of The Eleventh International Symposium on Intelligent Data Analysis (IDA 2012), Springer Berlin Heidelberg, Helsinki, 2012, ISBN: 978-3-642-34155-7.

(Abstract | Links | BibTeX)

Florentino-Liaño, Blanca; O'Mahony, Niamh; Artés-Rodríguez, Antonio

Hierarchical Dynamic Model for Human Daily Activity Recognition (Inproceeding)

BIOSIGNALS 2012 (BIOSTEC), Vilamoura, 2012.

(Abstract | Links | BibTeX)

Taborda, Camilo; Perez-Cruz, Fernando

Derivative of the Relative Entropy over the Poisson and Binomial Channel (Inproceeding)

2012 IEEE Information Theory Workshop, pp. 386–390, IEEE, Lausanne, 2012, ISBN: 978-1-4673-0223-4.

(Abstract | Links | BibTeX)

Florentino-Liaño, Blanca; O'Mahony, Niamh; Artés-Rodríguez, Antonio

Long Term Human Activity Recognition with Automatic Orientation Estimation (Inproceeding)

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

(Abstract | Links | BibTeX)

Durisi, Giuseppe; Koch, Tobias; Polyanskiy, Yury

Diversity Versus Channel Knowledge at Finite Block-Length (Inproceeding)

2012 IEEE Information Theory Workshop, pp. 572–576, IEEE, Lausanne, 2012, ISBN: 978-1-4673-0223-4.

(Abstract | Links | BibTeX)

Florentino-Liaño, Blanca; O'Mahony, Niamh; Artés-Rodríguez, Antonio

Human Activity Recognition Using Inertial Sensors with Invariance to Sensor Orientation (Inproceeding)

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

(Abstract | Links | BibTeX)

Garcia-Moreno, Pablo; Artés-Rodríguez, Antonio; Hansen, Lars Kai

A Hold-out Method to Correct PCA Variance Inflation (Inproceeding)

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

(Abstract | Links | BibTeX)

200 entries « 2 of 4 »