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Raiko, Tapani
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ResearcherID: E-7237-2012
URL: http://www.researcherid.com/rid/E-7237-2012
Subject: Computer Science; Mathematics; Robotics
Keywords: deep learning; machine learning; data science; artificial intelligence
ORCID: http://orcid.org/0000-0002-0321-304X
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My URLs: http://users.ics.aalto.fi/praiko/
 
 

This list contains papers that I have authored.

publication(s)  
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1.  Title: Measuring the usefulness of hidden units in Boltzmann machines with mutual information
 Author(s): Berglund, Mathias; Raiko, Tapani; Cho, Kyunghyun
 Source: Neural Networks Volume: 64 Pages: 12-18 Published: APR 2015
 Times Cited: 2
 DOI: 10.1016/j.neunet.2014.09.004
added
02-Feb-16
2.  Title: Self-organization and missing values in SOM and GTM
 Author(s): Vatanen, T.; Osmala, M.; Raiko, T.; et al.
 Source: Neurocomputing Volume: 147 Pages: 60-70 Published: JAN 5 2015
 Times Cited: 8
 DOI: 10.1016/j.neucom.2014.02.061
added
02-Feb-16
3.  Title: Two-layer contractive encodings for learning stable nonlinear features
 Author(s): Schulz, Hannes; Cho, Kyunghyun; Raiko, Tapani; et al.
 Source: Neural Networks Volume: 64 Pages: 4-11 Published: APR 2015
 Times Cited: 4
 DOI: 10.1016/j.neunet.2014.09.008
added
02-Feb-16
4.  Title: A Two-Stage Pretraining Algorithm for Deep Boltzmann Machines
 Author(s): Cho, KyungHyun; Raiko, Tapani; Ilin, Alexander; et al.
 Source: Artificial Neural Networks and Machine Learning - Icann 2013 Volume: 8131 Pages: 106-113 Published: 2013
 Times Cited: 3
added
02-Feb-16
5.  Title: Enhanced Gradient for Training Restricted Boltzmann Machines
 Author(s): Cho, KyungHyun; Raiko, Tapani; Ilin, Alexander
 Source: Neural Computation Volume: 25 Issue: 3 Pages: 805-831 Published: MAR 2013
 Times Cited: 15
added
02-Feb-16
6.  Title: Gaussian-Bernoulli Deep Boltzmann Machine
 Author(s): Cho, KyungHyun; Raiko, Tapani; Ilin, Alexander; et al.
 Source: 2013 International Joint Conference on Neural Networks (Ijcnn) Published: 2013
 Times Cited: 0
added
02-Feb-16
7.  Title: GAUSSIAN-BERNOULLI RESTRICTED BOLTZMANN MACHINES AND AUTOMATIC FEATURE EXTRACTION FOR NOISE ROBUST MISSING DATA MASK ESTIMATION
 Author(s): Keronen, Sami; Cho, KyungHyun; Raiko, Tapani; et al.
 Source: 2013 Ieee International Conference on Acoustics, Speech and Signal Processing (Icassp) Pages: 6729-6733 Published: 2013
 Times Cited: 0
added
02-Feb-16
8.  Title: Variational Bayesian PCA versus k-NN on a Very Sparse Reddit Voting Dataset
 Author(s): Klapuri, Jussa; Nieminen, Ilari; Raiko, Tapani; et al.
 Source: Advances in Intelligent Data Analysis Xii Volume: 8207 Pages: 249-260 Published: 2013
 Times Cited: 0
added
02-Feb-16
9.  Title: Machine learning for signal processing 2010
 Author(s): Peltonen, Jaakko; Raiko, Tapani; Kaski, Samuel
 Source: Neurocomputing Volume: 80 Pages: 1-2 Published: MAR 15 2012
 Times Cited: 1
 DOI: 10.1016/j.neucom.2011.10.002
added
02-Feb-16
10.  Title: Semi-supervised anomaly detection - towards model-independent searches of new physics
 Author(s): Kuusela, Mikael; Vatanen, Tommi; Malmi, Eric; et al.
 Source: 14th International Workshop on Advanced Computing and Analysis Techniques in Physics Research (Acat 2011) Volume: 368 Published: 2012
 Times Cited: 0
 DOI: 10.1088/1742-6596/368/1/012032
added
02-Feb-16
publication(s)  
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