Search results for "Alexander Ilin"

Hits ?▲	Authors	Title	Venue	Year	Link	Author keywords
1	Jaakko Luttinen, Alexander Ilin	Efficient Gaussian Process Inference for Short-Scale Spatio-Temporal Modeling.	Journal of Machine Learning Research - Proceedings Track	2012	DBLP BibTeX RDF
1	KyungHyun Cho, Alexander Ilin, Tapani Raiko	Improved Learning of Gaussian-Bernoulli Restricted Boltzmann Machines.	ICANN	2011	DBLP DOI BibTeX RDF
1	Jozsef Hegedus, Yoan Miche, Alexander Ilin, Amaury Lendasse	Methodology for Behavioral-based Malware Analysis and Detection Using Random Projections and K-Nearest Neighbors Classifiers.	CIS	2011	DBLP DOI BibTeX RDF
1	KyungHyun Cho, Tapani Raiko, Alexander Ilin	Enhanced Gradient and Adaptive Learning Rate for Training Restricted Boltzmann Machines.	ICML	2011	DBLP BibTeX RDF
1	Alexander Ilin, Tapani Raiko	Practical Approaches to Principal Component Analysis in the Presence of Missing Values.	Journal of Machine Learning Research	2010	DBLP BibTeX RDF
1	Jaakko Luttinen, Alexander Ilin	Transformations in variational Bayesian factor analysis to speed up learning.	Neurocomputing	2010	DBLP DOI BibTeX RDF
1	KyungHyun Cho, Tapani Raiko, Alexander Ilin	Parallel tempering is efficient for learning restricted Boltzmann machines.	IJCNN	2010	DBLP DOI BibTeX RDF
1	Jaakko Luttinen, Alexander Ilin, Tapani Raiko	Transformations for variational factor analysis to speed up learning.	ESANN	2009	DBLP BibTeX RDF
1	Jaakko Luttinen, Alexander Ilin, Juha Karhunen	Bayesian Robust PCA for Incomplete Data.	ICA	2009	DBLP DOI BibTeX RDF
1	Alexander Ilin, Alexey Kaplan	Bayesian PCA for reconstruction of historical sea surface temperatures.	IJCNN	2009	DBLP DOI BibTeX RDF
1	Jaakko Luttinen, Alexander Ilin	Variational Gaussian-process factor analysis for modeling spatio-temporal data.	NIPS	2009	DBLP BibTeX RDF
1	Antti Honkela, Harri Valpola, Alexander Ilin, Juha Karhunen	Blind separation of nonlinear mixtures by variational Bayesian learning.	Digital Signal Processing	2007	DBLP DOI BibTeX RDF
1	Tapani Raiko, Alexander Ilin, Juha Karhunen	Principal Component Analysis for Large Scale Problems with Lots of Missing Values.	ECML	2007	DBLP DOI BibTeX RDF
1	Tapani Raiko, Alexander Ilin, Juha Karhunen	Principal Component Analysis for Sparse High-Dimensional Data.	ICONIP	2007	DBLP DOI BibTeX RDF
1	Alexander Ilin, Harri Valpola, Erkki Oja	Exploratory analysis of climate data using source separation methods.	Neural Networks	2006	DBLP DOI BibTeX RDF
1	Sergey Borisov, Alexander Ilin, Ricardo Vigário, Erkki Oja	Comparison of BSS Methods for the Detection of alpha-Activity Components in EEG.	ICA	2006	DBLP DOI BibTeX RDF
1	Alexander Ilin	Independent dynamics subspace analysis.	ESANN	2006	DBLP BibTeX RDF
1	Alexander Ilin, Harri Valpola, Erkki Oja	Extraction of Components with Structured Variance.	IJCNN	2006	DBLP DOI BibTeX RDF
1	Alexander Ilin, Harri Valpola	On the Effect of the Form of the Posterior Approximation in Variational Learning of ICA Models.	Neural Processing Letters	2005	DBLP DOI BibTeX RDF	variational Bayesian learning, independent component analysis
1	Alexander Ilin, Harri Valpola	Frequency-Based Separation of Climate Signals.	PKDD	2005	DBLP DOI BibTeX RDF
1	Andrei M. Sukhov, Prasad Calyam, Warren Daly, Alexander Ilin	Towards an Analytical Model for Characterizing Behavior of High-Speed VVoIP Applications.	TNC	2005	DBLP BibTeX RDF
1	Alexander Ilin, Harri Valpola, Erkki Oja	Nonlinear dynamical factor analysis for state change detection.	IEEE Transactions on Neural Networks	2004	DBLP DOI BibTeX RDF
1	Alexander Ilin, Antti Honkela	Post-nonlinear Independent Component Analysis by Variational Bayesian Learning.	ICA	2004	DBLP DOI BibTeX RDF

Publications of "Alexander Ilin" ( http://dblp.L3S.de/Authors/Alexander_Ilin )