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A Novel Approach for Classification and Forecasting of Time Series in Particle Accelerators

Feb 01, 2021
Sichen Li, Mélissa Zacharias, Jochem Snuverink, Jaime Coello de Portugal, Fernando Perez-Cruz, Davide Reggiani, Andreas Adelmann

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Improved BiGAN training with marginal likelihood equalization

Nov 04, 2019
Pablo Sánchez-Martín, Pablo M. Olmos, Fernando Perez-Cruz

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Probabilistic Time of Arrival Localization

Oct 15, 2019
Fernando Perez-Cruz, Pablo M. Olmos, Michael Minyi Zhang, Howard Huang

* IEEE Signal Processing Letters, 2019 

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Infinite Factorial Finite State Machine for Blind Multiuser Channel Estimation

Oct 18, 2018
Francisco J. R. Ruiz, Isabel Valera, Lennart Svensson, Fernando Perez-Cruz

* IEEE Transactions on Cognitive Communications and Networking, June 2018, Vol 2, Issue 2, pages 177-191 
* 15 pages, 15 figures 

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Sparse Three-parameter Restricted Indian Buffet Process for Understanding International Trade

Jun 29, 2018
Melanie F. Pradier, Viktor Stojkoski, Zoran Utkovski, Ljupco Kocarev, Fernando Perez-Cruz

* To appear in the proceedings of ICASSP 2018 

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Accelerated Inference for Latent Variable Models

Nov 06, 2017
Michael Minyi Zhang, Fernando Perez-Cruz

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Deep Models Under the GAN: Information Leakage from Collaborative Deep Learning

Sep 14, 2017
Briland Hitaj, Giuseppe Ateniese, Fernando Perez-Cruz

* ACM CCS'17, 16 pages, 18 figures 

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Deep Learning for Multi-label Classification

Dec 17, 2014
Jesse Read, Fernando Perez-Cruz

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Bayesian Nonparametric Crowdsourcing

Jul 18, 2014
Pablo G. Moreno, Yee Whye Teh, Fernando Perez-Cruz, Antonio Artés-Rodríguez

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Bayesian nonparametric comorbidity analysis of psychiatric disorders

Jan 29, 2014
Francisco J. R. Ruiz, Isabel Valera, Carlos Blanco, Fernando Perez-Cruz

* Submitted to Journal of Machine Learning Research 

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