List of Publications (2008-2017)

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2014

Journal Articles

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

Bayesian Nonparametric Comorbidity Analysis of Psychiatric Disorders (Journal Article)

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)

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

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

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

(Abstract | Links | BibTeX | Tags: ALCIT)

Tauste Campo,; Vazquez-Vilar, Gonzalo; Guillen i Fabregas, Albert; Koch, Tobias; Martinez,

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

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)

Inproceedings

Martino, Luca; Elvira, Víctor; Luengo, David

An Adaptive Population Importance Sampler (Inproceeding)

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 (Inproceeding)

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

(Abstract | Links | BibTeX | Tags: ALCIT)

2013

Inproceedings

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 | Tags: ALCIT)

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 | Tags: ALCIT)

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

Bayesian Nonparametric Comorbidity Analysis of Psychiatric Disorders (Inproceeding)

9th Conference on Bayesian Nonparametrics, Amsterdam, 2013.

(BibTeX | Tags: ALCIT)

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 | Tags: ALCIT)