All Publications

Show all

2014

Journal Articles

Ruiz, Francisco J R; 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, Adria ; Vazquez-Vilar, Gonzalo ; Guillén i Fàbregas, Albert ; Koch, Tobias ; Martinez, Alfonso

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 Inproceedings

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

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 Inproceedings

IEEE Communication Theory Workshop, Phuket, 2013.

BibTeX | Tags: ALCIT

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.

Abstract | Links | BibTeX | Tags: ALCIT

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.

BibTeX | Tags: ALCIT

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.

BibTeX | Tags: ALCIT