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2010

1.  L. Salamanca, J. Jose Murillo-Fuentes, and F. Perez-Cruz, “Bayesian BCJR for Channel Equalization and Decoding,” in 2010 IEEE International Workshop on Machine Learning for Signal Processing, 2010, pp. 53–58.

2.  L. Martino and J. Miguez, “A Rejection Sampling Scheme for Posterior Probability Distributions via the Ratio-of-Uniforms Method,” in 18th European Signal Processing Conference (EUSIPCO-2010), 2010.

3.  E. Helander, H. Silén, J. Miguez, and M. Gabbouj, “Maximum a Posteriori Voice Conversion Using Sequential Monte Carlo Methods,” in Eleventh Annual Conference of the International Speech Communication Association (INTERSPEECH), 2010.

4.  P. M. Djuric, P. Closas, M. F. Bugallo, and J. Miguez, “Evaluation of a Method’s Robustness,” in 2010 IEEE International Conference on Acoustics, Speech and Signal Processing, 2010, pp. 3598–3601.

5.  P. Vinuelas-Peris and A. Artés-Rodríguez, “Bayesian Joint Recovery of Correlated Signals in Distributed Compressed Sensing,” in 2010 2nd International Workshop on Cognitive Information Processing, 2010, pp. 382–387.

6.  L. Salamanca, J. J. Murillo-Fuentes, and F. Perez-Cruz, “Channel Decoding with a Bayesian Equalizer,” in 2010 IEEE International Symposium on Information Theory, 2010, pp. 1998–2002.

7.  J. Plata-Chaves, M. Lázaro, “Closed-form Error Exponent for the Neyman-Pearson Fusion of Two-Dimensional Markov Local Decisions,” in 18th European Signal Processing Conference (EUSIPCO-2010), 2010.

8.  K. Achutegui, J. Rodas, C. J. Escudero, and J. Miguez, “A Model-Switching Sequential Monte Carlo Algorithm for Indoor Tracking with Experimental RSS Data,” in 2010 International Conference on Indoor Positioning and Indoor Navigation, 2010, pp. 1–8.

9.  M. A. Vazquez and J. Miguez, “Adaptive MLSD for MIMO Transmission Systems with Unknown Subchannel Orders,” in 2010 7th International Symposium on Wireless Communication Systems, 2010, pp. 451–455.

10.  P. M. Olmos, J. J. Murillo-Fuentes, and F. Perez-Cruz, “Tree-Structure Expectation Propagation for Decoding LDPC Codes over Binary Erasure Channels,” in 2010 IEEE International Symposium on Information Theory, 2010, pp. 799–803.

11.  J. J. Murillo-Fuentes, P. M. Olmos, and F. Perez-Cruz, “Analyzing the Maxwell Decoder for LDPC Codes in Binary Erasure Channels,” in Information Theory and Applications (ITA), 2010.

12.  L. Salamanca, J. Jose Murillo-Fuentes, and F. Perez-Cruz, “Bayesian BCJR for channel equalization and decoding,” in 2010 IEEE International Workshop on Machine Learning for Signal Processing, 2010, pp. 53–58.

13.  M. Alvarez, D. Luengo, M. Titsias, and N. Lawrence, “Efficient Multioutput Gaussian Processes Through Variational Inducing Kernels,” in AISTATS 2010, 2010.

2011

14.  J. M. Leiva-Murillo, A. Artés-Rodríguez, and E. Baca-García, “Visualization and Prediction of Disease Interactions with Continuous-Time Hidden Markov Models,” in NIPS 2011 Workshop on Personalized Medicine., 2011.

15.  S. Goparaju, A. R. Calderbank, W. R. Carson, M. R. D. Rodrigues, and F. Perez-Cruz, “When to Add Another Dimension when Communicating over MIMO Channels,” in 2011 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2011, pp. 3100–3103.

16.  P. M. Olmos, J. J. Murillo-Fuentes, and F. Perez-Cruz, “Capacity Achieving LDPC Ensembles for the TEP Decoder in Erasure Channels,” in 2011 IEEE International Symposium on Information Theory Proceedings, 2011, pp. 2398–2402.

17.  C. G. Taborda and F. Perez-Cruz, “Information Theory Concepts and their Relationship with the Bregman Loss Functions,” in Workshop on Topics in Information Theory and Communications (WTITC’11), 2011.

18.  P. M. Olmos, L. Salamanca, J. J. Murillo-Fuentes, and F. Perez-Cruz, “An Application of Tree-Structured Expectation Propagation for Channel Decoding,” in Neural Information Processing Systems Foundation (NIPS), 2011.

19.  F. J. R. Ruiz and F. Perez-Cruz, “Zero-Error Codes for the Noisy-Typewriter Channel,” in Summer Research Institute (SuRi), 2011.

20.  K. Achutegui and J. Miguez, “A Parallel Resampling Scheme and its Application to Distributed Particle Filtering in Wireless Networks,” in 2011 4th IEEE International Workshop on Computational Advances in Multi-Sensor Adaptive Processing (CAMSAP), 2011, pp. 81–84.

21.  L. Salamanca, P. M. Olmos, J. J. Murillo-Fuentes, and F. Perez-Cruz, “Reduced Complexity MAP Decoder for LDPC Codes over the BEC Using Tree-Structure Expectation Propagation,” in Information Theory and Applications (ITA), 2011.

22.  E. Koblents and J. Miguez, “A Population Monte Carlo Method for Bayesian Inference and its Application to Stochastic Kinetic Models,” in EUSIPCO 2011, 2011.

23.  S. Gong and A. Artés-Rodríguez, “Fast Background Elimination in Fluorescence Microbiology Images: Comparison of Four Algorithms,” in 7th Artificial Intelligence Applications and Innovations Conference, 2011, pp. 285 – 290.

24.  C. S. Maiz and J. Miguez, “On the Optimization of Transportation Routes with Multiple Destinations in Random Networks,” in 2011 IEEE Statistical Signal Processing Workshop (SSP), 2011, pp. 349–352.

25.  B. Balasingam, M. Bolic, P. M. Djuric, and J. Miguez, “Efficient Distributed Resampling for Particle Filters,” in 2011 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2011, pp. 3772–3775.

26.  L. Salamanca, P. M. Olmos, J. J. Murillo-Fuentes, and F. Perez-Cruz, “MAP Decoding for LDPC Codes over the Binary Erasure Channel,” in 2011 IEEE Information Theory Workshop, 2011, pp. 145–149.

27.  J. Plata-Chaves, M. Lazaro, and A. Artés-Rodríguez, “Optimal Neyman-Pearson Fusion in Two-Dimensional Densor Networks with Serial Architecture and Dependent Observations,” in Information Fusion (FUSION), 2011 Proceedings of the 14th International Conference on, 2011, pp. 1–6.

28.  F. J. R. Ruiz and F. Perez-Cruz, “Zero-Error Codes for the Noisy-Typewriter Channel,” in 2011 IEEE Information Theory Workshop, 2011, pp. 495–497.

29.  D. Crisan and J. Miguez, “Particle Aproximation of the Filtering Density and Its Derivates in General State. Space Models,” in Bayesian Inference and Stochastic Processes (BISP 7), 2011.

30.  J. L. Barbosa and D. Luengo, “Distributed Target Detection in Centralized Wireless Sensor Networks with Communication Constraints,” in 19th European Signal Processing Conference (EUSIPCO), 2011.

2012

31.  J. Montoya-Martinez, A. Artés-Rodríguez, L. K. Hansen, and M. Pontil, “Structured Sparsity Regularization Approach to the EEG Inverse Problem,” in 2012 3rd International Workshop on Cognitive Information Processing (CIP), 2012, pp. 1–6.

32.  F. J. R. Ruiz, I. Valera, C. Blanco, and F. Perez-Cruz, “Bayesian Nonparametric Modeling of Suicide Attempts,” in Advances in Neural Information Processing Systems 25, 2012.

33.  P. M. Olmos, F. Perez-Cruz, L. Salamanca, and J. J. Murillo-Fuentes, “Finite-Length Performance of Spatially-Coupled LDPC Codes under TEP Decoding,” in 2012 IEEE Information Theory Workshop, 2012, pp. 1–6.

34.  C. G. Taborda and F. Perez-Cruz, “Mutual Information and Relative Entropy over the Binomial and Negative Binomial Channels,” in 2012 IEEE International Symposium on Information Theory Proceedings, 2012, pp. 696–700.

35.  F. Perez-Cruz, “New Tools to Generate Predictive Models for Attempts Suicide,” in National Conference on Psychiatry, 2012.

36.  L. Salamanca, P. M. Olmos, J. J. Murillo-Fuentes, and F. Perez-Cruz, “Tree-Structured Expectation Propagation for LDPC Decoding in AWGN Channels,” in Proceeding of: Information Theory and Applications Workshop (ITA), 2012.

37.  T. Koch and A. Lapidoth, “One-Bit Quantizers for Fading Channels,” in International Zurich Seminar on Communications (IZS), 2012.

38.  B. Florentino-Liaño, N. O’Mahony, and A. Artés-Rodríguez, “Human Activity Recognition Using Inertial Sensors with Invariance to Sensor Orientation,” in 2012 3rd International Workshop on Cognitive Information Processing (CIP), 2012, pp. 1–6.

39.  E. Koblents and J. Miguez, “Importance Sampling with Transformed Weights,” in Data Assimilation Workshop, Oxford–Man Institute, 2012.

40.  P. M. Olmos, F. Perez-Cruz, L. Salamanca, and J. J. Murillo-Fuentes, “Finite-Length Analysis of the TEP Decoder for LDPC Ensembles over the BEC,” in 2012 IEEE International Symposium on Information Theory Proceedings, 2012, pp. 2346–2350.

41.  P. Garcia-Moreno, A. Artés-Rodríguez, and L. K. Hansen, “A Hold-out Method to Correct PCA Variance Inflation,” in 2012 3rd International Workshop on Cognitive Information Processing (CIP), 2012, pp. 1–6.

42.  B. Florentino-Liaño, N. O’Mahony, and A. Artés-Rodríguez, “Hierarchical Dynamic Model for Human Daily Activity Recognition,” in BIOSIGNALS 2012 (BIOSTEC), 2012, vol. 85.

43.  W. Henao-Mazo and Á. M. Bravo-Santos, “Finding Diverse Shortest Paths for the Routing Task in Wireless Sensor Networks,” in ICSNC 2012. The Seventh International Conference on Systems and Networks Communications, 2012.

44.  N. O’Mahony and F. Perez-Cruz, “A novel Sequential Bayesian Approach to GPS Acquisition,” in 2012 3rd International Workshop on Cognitive Information Processing (CIP), 2012, pp. 1–6.

45.  B. Florentino-Liaño, N. O’Mahony, and A. Artés-Rodríguez, “Long Term Human Activity Recognition with Automatic Orientation Estimation,” in 2012 IEEE International Workshop on Machine Learning for Signal Processing, 2012, pp. 1–6.

46.  C. G. Taborda and F. Perez-Cruz, “Derivative of the Relative Entropy over the Poisson and Binomial Channel,” in 2012 IEEE Information Theory Workshop, 2012, pp. 386–390.

47.  S. Monzon, T. Trigano, D. Luengo, and A. Artés-Rodríguez, “Sparse Spectral Analysis of Atrial Fibrillation Electrograms.,” in 2012 IEEE International Workshop on Machine Learning for Signal Processing, 2012, pp. 1–6.

48.  L. Salamanca, J. J. Murillo-Fuentes, P. M. Olmos, and F. Perez-Cruz, “Tree-Structured Expectation Propagation for LDPC Decoding over the AWGN Channel,” in 2012 IEEE International Workshop on Machine Learning for Signal Processing, 2012, pp. 1–6.

49.  A. Pastore, T. Koch, and J. R. Fonollosa, “Improved Capacity Lower Bounds for Fading Channels with Imperfect CSI Using Rate Splitting,” in 2012 IEEE 27th Convention of Electrical and Electronics Engineers in Israel, 2012, pp. 1–5.

50.  Greg Raybon, Sebastian Randel, Adam Adamiecki, Peter J. Winzer, Luis Salamanca, Urbanke, R., Chandrasekhar, S., Konczykowska, A., Jorge, F., Dupuy, J., Buhl, L.L., Draving, S., Grove, M. and Rush, K. 1-Tb/s dual-carrier 80-GBaud PDM-16QAM WDM transmission at 5.2 b/s/Hz over 3200 km. IEEE Photonics Conference (IPC), Sep 2012.

2013

51.  W. Yang, G. Durisi, T. Koch, and Y. Polyanskiy, “Block-Fading Channels at Finite Blocklength,” in Proceedings of the International Symposium on Wireless Communication Systems (ISWCS), Ilmenau, Germany, Aug. 2013, 2013.

52.  F. J. R. Ruiz, I. Valera, and F. Perez-Cruz, “A Bayesian Nonparametric Receiver for Joint Channel Estimation and Symbol Detection for Multiple Users,” in Information Theory and Applications (ITA), 2013.

53.  W. Yang, G. Durisi, T. Koch, and Y. Polyanskiy, “Quasi-Static SIMO Fading Channels at Finite Blocklength,” in 2013 IEEE International Symposium on Information Theory, 2013, pp. 1531–1535.

54.  J. Read, L. Martino, and D. Luengo, “Eficient Monte Carlo Optimization for Multi-Label Classifier Chains,” in ICASSP 2013: The 38th International Conference on Acoustics, Speech, and Signal Processing, 2013.

55.  E. Koblents and J. Miguez, “A Population Monte Carlo Scheme for Computational Inference in High Dimensional Spaces,” in 2013 IEEE International Conference on Acoustics, Speech and Signal Processing, 2013, pp. 6318–6322.

56.  L. Salamanca, J. J. Murillo-Fuentes, P. M. Olmos, and F. Perez-Cruz, “Improving the BP Estimate over the AWGN Channel Using Tree-Structured Expectation Propagation,” in 2013 IEEE International Symposium on Information Theory, 2013, pp. 2990–2994.

57.  E. Koblents and J. Miguez, “Robust Mixture Population Monte Carlo Scheme with Adaptation of the Number of Components,” in European Signal Processing Conference (EUSIPCO) 2013, 2013.

58.  G. Durisi, A. Tarable, and T. Koch, “On the Multiplexing Gain of MIMO Microwave Backhaul Links Affected by Phase Noise,” in 2013 IEEE International Conference on Communications (ICC), 2013, pp. 3209–3214.

59.  A. Alvarado, F. Brannstrom, E. Agrell, and T. Koch, “High-SNR Asymptotics of Mutual Information for Discrete Constellations,” in 2013 IEEE International Symposium on Information Theory, 2013, pp. 2274–2278.

60.  D. Luengo, J. Via, S. Monzon, T. Trigano, and A. Artés-Rodríguez, “Cross-Products LASSO,” in 2013 IEEE International Conference on Acoustics, Speech and Signal Processing, 2013, pp. 6118–6122.

61.  A. Bifet, J. Read, I. Zliobaite, B. Pfahringer, and G. Holmes, “Machine Learning and Knowledge Discovery in Databases,” in ECML 2013: 24th European Conference on Machine Learning, 2013, vol. 8188.

62.  P. M. Olmos, D. G. M. Mitchell, D. Truhachev, and J. Daniel J. Costello, “A Finite Length Performance Analysis of LDPC Codes Constructed by Connecting Spatially Coupled Chains,” in 2013 IEEE Information Theory Workshop, 2013.

63.  A. Bifet, B. Pfahringer, J. Read, and G. Holmes, “Efficient Data Stream Classification via Probabilistic Adaptive Windows,” in Proceedings of the 28th Annual ACM Symposium on Applied Computing – SAC ’13, 2013.

64.  J. Miguez and E. Koblents, “Particle Filtering with Transformed Weights,” in 2013 5th IEEE International Workshop on Computational Advances in Multi-Sensor Adaptive Processing (CAMSAP), 2013, pp. 364–367.

65.  P. Gopalan, F. J. R. Ruiz, R. Ranganath, and D. M. Blei, “Bayesian Nonparametric Poisson Factorization for Recommendation Systems,” in Workshop on Probabilistic Models for Big Data at Neural Information Processing Systems Conference 2013 (NIPS 2013), 2013.

66.  F. J. R. Ruiz, I. Valera, C. Blanco, and F. Perez-Cruz, “Bayesian Nonparametric Comorbidity Analysis of Psychiatric Disorders,” in 9th Conference on Bayesian Nonparametrics, 2013.

67.  F. J. R. Ruiz, I. Valera, P. M. Olmos, C. Blanco, and F. Perez-Cruz, “Infinite Continuous Feature Model for Psychiatric Comorbidity Analysis,” in Workshop in Machine Learning for Clinical Data Analysis and Healthcare at Neural Information Processing Systems Conference 2013 (NIPS2013)., 2013.

68.  A. Bifet, J. Read, I. Zliobaite, B. Pfahringer, and G. Holmes, “Pitfalls in Benchmarking Data Stream Classification and How to Avoid Them,” in ECML 2013: 24th European Conference on Machine Learning, 2013.

69.  A. Alvarado, F. Brännström, E. Agrell, and T. Koch, “On the Asymptotic Optimality of Gray Codes for BICM and One-Dimensional Constellations,” in IEEE Communication Theory Workshop, 2013.

70.  Chongjin Xie, Luis Salamanca, Rüdiger Urbanke and Peter J. Winzer. Transmission of 130-Gb/s PDM-QPSK over 5,760-km with Co-Propagating 10-Gb/s OOK Channels in Dispersion-Managed NZDSF Spans with Soft-Decision LDPCC Coding. Proceedings of the Optical Fiber Communications (OFC) conference 2013.