Arto Klami

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Samuel KaskiProfessor, Aalto University and University of ManchesterVerified email at aalto.fi
Seppo VirtanenUniversity of WarwickVerified email at warwick.ac.uk
Krista LongiUniversity of HelsinkiVerified email at helsinki.fi
Abhishek TripathiPerfiosVerified email at perfios.com
Marcelo HartmannUniversity of HelsinkiVerified email at helsinki.fi
Janne SinkkonenReaktor, Chief (Data) ScientistVerified email at reaktor.fi
Jaakko PeltonenProfessor, Tampere UniversityVerified email at tuni.fi
Ari SalmiUniversity of HelsinkiVerified email at helsinki.fi
Suvi SavolaHead of Tumour DiagnosticsVerified email at mlpa.com
katia scotlandiIstituto Ortopedico RizzoliVerified email at ior.it
Craig SaundersAmazon IncVerified email at amazon.com
Kitsuchart PasupaSchool of Information Technology, King Mongkut's Institute of Technology LadkrabangVerified email at it.kmitl.ac.th
Melih KandemirAssociate Professor of Machine Learning at the University of Southern DenmarkVerified email at imada.sdu.dk
Piero PicciFounder and Past President I.S.G. Italian Sarcoma Group. Former Director of Exp. Onc. Ist. RIZZOLIVerified email at italiansarcomagroup.org
Tomasz KuśmierczykUniversity of HelsinkiVerified email at helsinki.fi
Juho LeinonenUniversity of AucklandVerified email at auckland.ac.nz
Teofilo Emidio de CamposVicon Motion Systems and University of BrasíliaVerified email at unb.br
Chang RajaniUniversity of HelsinkiVerified email at helsinki.fi
Jarkko LagusUniversity of HelsinkiVerified email at helsinki.fi
Riitta HariProf. (emer.) @ Aalto University, School of ARTS & School of SCI; FinlandVerified email at aalto.fi

Arto Klami

Associate Professor, University of Helsinki

Verified email at cs.helsinki.fi - Homepage

Machine learning Bayesian statistics Artificial Intelligence #UnivHelsinkiCS


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Bayesian Canonical correlation analysis. A Klami, S Virtanen, S Kaski Journal of Machine Learning Research 14 (4), 2013	205	2013
Group factor analysis A Klami, S Virtanen, E Leppäaho, S Kaski IEEE transactions on neural networks and learning systems 26 (9), 2136-2147, 2014	137	2014
Bayesian group factor analysis S Virtanen, A Klami, S Khan, S Kaski Artificial Intelligence and Statistics, 1269-1277, 2012	101	2012
High expression of complement component 5 (C5) at tumor site associates with superior survival in Ewing's sarcoma family of tumour patients S Savola, A Klami, S Myllykangas, C Manara, K Scotlandi, P Picci, ... International Scholarly Research Notices 2011, 2011	96	2011
Probabilistic approach to detecting dependencies between data sets A Klami, S Kaski Neurocomputing 72 (1-3), 39-46, 2008	81	2008
Improved learning of Riemannian metrics for exploratory analysis J Peltonen, A Klami, S Kaski Neural Networks 17 (8-9), 1087-1100, 2004	81	2004
Can relevance of images be inferred from eye movements? A Klami, C Saunders, TE de Campos, S Kaski Proceedings of the 1st ACM international conference on Multimedia …, 2008	80	2008
Bayesian CCA via group sparsity S Virtanen, A Klami, S Kaski Proceedings of the 28th International Conference on Machine Learning (ICML), 2011	78	2011
Combined use of expression and CGH arrays pinpoints novel candidate genes in Ewing sarcoma family of tumors S Savola, A Klami, A Tripathi, T Niini, M Serra, P Picci, S Kaski, D Zambelli, ... BMC cancer 9 (1), 1-14, 2009	77	2009
Local dependent components A Klami, S Kaski Proceedings of the 24th international conference on Machine learning, 425-432, 2007	72	2007
Automatic inference of programming performance and experience from typing patterns J Leinonen, K Longi, A Klami, A Vihavainen Proceedings of the 47th ACM Technical Symposium on Computing Science …, 2016	69	2016
GaZIR: Gaze-based zooming interface for image retrieval L Kozma, A Klami, S Kaski Proceedings of the 2009 international conference on Multimodal interfaces …, 2009	65	2009
Discriminative clustering S Kaski, J Sinkkonen, A Klami Neurocomputing 69 (1-3), 18-41, 2005	62	2005
Group-sparse embeddings in collective matrix factorization A Klami, G Bouchard, A Tripathi arXiv preprint arXiv:1312.5921, 2013	54	2013
Towards brain-activity-controlled information retrieval: Decoding image relevance from MEG signals JP Kauppi, M Kandemir, VM Saarinen, L Hirvenkari, L Parkkonen, A Klami, ... NeuroImage 112, 288-298, 2015	52	2015
Factorized multi-modal topic model S Virtanen, Y Jia, A Klami, T Darrell arXiv preprint arXiv:1210.4920, 2012	51	2012
Identification of programmers from typing patterns K Longi, J Leinonen, H Nygren, J Salmi, A Klami, A Vihavainen Proceedings of the 15th Koli Calling conference on computing education …, 2015	47	2015
Identifying fragments of natural speech from the listener's MEG signals M Koskinen, J Viinikanoja, M Kurimo, A Klami, S Kaski, R Hari Human brain mapping 34 (6), 1477-1489, 2013	41	2013
Bayesian exponential family projections for coupled data sources A Klami, S Virtanen, S Kaski arXiv preprint arXiv:1203.3489, 2012	39	2012
Multi-task and multi-view learning of user state M Kandemir, A Vetek, M Gönen, A Klami, S Kaski Neurocomputing 139, 97-106, 2014	38	2014

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