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2014

Martino, Luca; Elvira, Víctor; Luengo, David

An Adaptive Population Importance Sampler Inproceedings

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

Links | BibTeX | Tags: ALCIT, COMPREHENSION

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

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

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

Abstract | Links | BibTeX | Tags: ALCIT

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

Bayesian Nonparametric Comorbidity Analysis of Psychiatric Disorders Journal Article

In: Journal of Machine Learning Research, 15 (1), pp. 1215–1248, 2014.

Abstract | Links | BibTeX | Tags: ALCIT, Bayesian Non-parametrics, categorical observations, Indian Buet Process, Laplace approximation, multinomial-logit function, variational inference

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

A Derivation of the Source-Channel Error Exponent Using Nonidentical Product Distributions Journal Article

In: IEEE Transactions on Information Theory, 60 (6), pp. 3209–3217, 2014, ISSN: 0018-9448.

Abstract | Links | BibTeX | Tags: ALCIT, Channel Coding, COMONSENS, DEIPRO, error probability, joint source-channel coding, Joints, MobileNET, Probability distribution, product distributions, random coding, Reliability, reliability function, sphere-packing bound, Upper bound

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

Information--Estimation Relationships over Binomial and Negative Binomial Models Journal Article

In: IEEE Transactions on Information Theory, to appear , pp. 1–1, 2014, ISSN: 0018-9448.

Abstract | Links | BibTeX | Tags: ALCIT

2013

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

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

In: IEEE Communication Theory Workshop, Phuket, 2013.

BibTeX | Tags: ALCIT

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

Bayesian Nonparametric Poisson Factorization for Recommendation Systems Inproceedings

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

BibTeX | Tags: ALCIT

Ruiz, Francisco J R; Valera, Isabel; Olmos, Pablo M; Blanco, Carlos; Perez-Cruz, Fernando

Infinite Continuous Feature Model for Psychiatric Comorbidity Analysis Inproceedings

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

Abstract | Links | BibTeX | Tags: ALCIT

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

Bayesian Nonparametric Comorbidity Analysis of Psychiatric Disorders Inproceedings

In: 9th Conference on Bayesian Nonparametrics, Amsterdam, 2013.

BibTeX | Tags: ALCIT