2012 |
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35 | Arto Klami. Variational Bayesian matching. In Steven C.H. Hoi and Wray Buntine, editors, Proceedings of Asian Conference on Machine Learning, volume 25 of JMLR C&WP, pages 205–220. JMLR, 2012. Best paper award. |
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34 | Miika Koskinen, Jaakko Viinikanoja, Mikko Kurimo, Arto Klami, Samuel Kaski, and Riitta Hari. Identifying fragments of natural speech from the listener's MEG signals. Human Brain Mapping, -(-):–, 2012. |
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33 | Seppo Virtanen, Arto Klami, Suleiman A. Khan, and Samuel Kaski. Bayesian group factor analysis. In Neil Lawrence and Mark Girolami, editors, Proceedings of the Fifteenth International Conference on Artificial Intelligence and Statistics, volume 22 of JMLR W&CP, pages 1269–1277. JMLR, 2012. |
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32 | Seppo Virtanen, Yangqing Jia, Arto Klami, and Trevor Darrell. Factorized multi-modal topic model. In Nando de Freitas and Kevin Murphy, editors, Proceedings of the Twenty-Eighth Conference on Uncertainty in Artificial Intelligence, pages 843–851, Corvallis, Oregon, 2012. AUAI Press. |
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2011 |
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31 | Suvi Savola, Arto Klami, Samuel Myllykangas, Cristina Manara, Katia Scotlandi, Piero Ricci, Sakari Knuutila, and Jukka Vakkila. High expression of complement component 5 (C5) at tumor site associates with superior survival in Ewing's sarcoma family of tumour patients. ISRN Oncology, 2011, 2011. |
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30 | Seppo Virtanen, Arto Klami, and Samuel Kaski. Bayesian CCA via group sparsity. In Lise Getoor and Tobias Scheffer, editors, Proceedings of the 28th International Conference on Machine Learning (ICML-11), ICML '11, pages 457–464, New York, NY, 2011. ACM. Implementation in R available at http://research.ics.tkk.fi/mi/software/gsCCA/. |
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29 | Abhishek Tripathi, Arto Klami, Matej Orešic, and Samuel Kaski. Matching samples of multiple views. Data Mining and Knowledge Discovery, 23:300–321, 2011. |
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2010 |
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28 | Abhishek Tripathi, Arto Klami, and Sami Virpioja. Bilingual sentence matching using kernel CCA. In Samuel Kaski, David J. Miller, Erkki Oja, and Antti Honkela, editors, Proceedings of IEEE International Workshop on Machine Learning for Signal Processing (MLSP), pages 130–135. IEEE, 2010. |
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27 | Arto Klami. Inferring task-relevant image regions from gaze data. In Samuel Kaski, David J. Miller, Erkki Oja, and Antti Honkela, editors, Proceedings of IEEE International Workshop on Machine Learning for Signal Processing (MLSP), pages 101–106. IEEE, 2010. |
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26 | Peter Auer, Zakria Hussain, Samuel Kaski, Arto Klami, Jussi Kujala, Jorma Laaksonen, Alex P. Leung, Kitsuchart Pasupa, and John Shawe-Taylor. Pinview: Implicit feedback in content-based image retrieval. In Tom Diethe, Nello Cristianini, and John Shawe-Taylor, editors, Proceedings of Workshop on Applications of Pattern Analysis, volume 11 of JMLR Workshop and Conference Proceedings, pages 51–57, 2010. |
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25 | Jaakko Viinikanoja, Arto Klami, and Samuel Kaski. Variational Bayesian mixture of robust CCA models. In Aristides Gionis José Luis Balcázar, Francesco Bonchi and Michèle Sebag, editors, Machine Learning and Knowledge Discovery in Databases. Proceedings of European Conference, ECML PKDD 2010, Barcelona, Spain, September 20-24, 2010, volume III, pages 370–385, Berlin, 2010. Springer. |
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24 | Arto Klami, Seppo Virtanen, and Samuel Kaski. Bayesian exponential family projections for coupled data sources. In Peter Grunwald and Peter Spirtes, editors, Proceedings of the Twenty-Sixth Conference on Uncertainty in Artificial Intelligence (2010), pages 286–293, Corvallis, Oregon, 2010. AUAI Press. |
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23 | Simon Rogers, Arto Klami, Janne Sinkkonen, Mark Girolami, and Samuel Kaski. Infinite factorization of multiple non-parametric views. Machine Learning, 79(1-2):201–226, 2010. |
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2009 |
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22 | László Kozma, Arto Klami, and Samuel Kaski. GaZIR: Gaze-based zooming interface for image retrieval. In Proc. ICMI-MLMI 2009, The Eleventh International Conference on Multimodal Interfaces and The Sixth Workshop on Machine Learning for Multimodal Interaction, pages 305–312, New York, NY, USA, 2009. ACM. |
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21 | Kitsuchart Pasupa, Craig Saunders, Sandor Szedmak, Arto Klami, Samuel Kaski, and Steve Gunn. Learning to rank images from eye movements. In IEEE International Workshop on Human-Computer Interaction (HCI2009), October 4, 2009, Kyoto, Japan, pages 2009–2016, 2009. |
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20 | Eerika Savia, Arto Klami, and Samuel Kaski. Fast dependent components for fMRI analysis. In Proceedings of ICASSP 09, the International Conference on Acoustics, Speech, and Signal Processing, pages 1737–1740, 2009. |
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19 | Suvi Savola, Arto Klami, Abhishek Tripathi, Tarja Niini, Massimo Serra, Piero Picci, Samuel Kaski, Diana Zambelli, Katia Scotlandi, and Sakari Knuutila. Combined use of expression and CGH arrays pinpoints novel candidate genes in ewing sarcoma family of tumors. BMC Cancer, 9:17, 2009. |
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18 | Abhishek Tripathi, Arto Klami, and Samuel Kaski. Using dependencies to pair samples for multi-view learning. In Proceedings of ICASSP 09, the International Conference on Acoustics, Speech, and Signal Processing, pages 1561–1564, 2009. |
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2008 |
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17 | Arto Klami and Samuel Kaski. Probabilistic approach to detecting dependencies between data sets. Neurocomputing, 72(1-3):39–46, 2008. |
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16 | Arto Klami, Craig Saunders, Teófilo de Campos, and Samuel Kaski. Can relevance of images be inferred from eye movements?. In MIR '08: Proceedings of the 1st ACM International Conference on Multimedia Information Retrieval, pages 134–140. ACM, New York, NY, USA, 2008. |
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15 | Simon Rogers, Janne Sinkkonen, Arto Klami, Mark Girolami, and Samuel Kaski. Two-level infinite mixture for multi-domain data. In Learning from Multiple Sources Workshop, 13 December 2008, Whistler Canada, 2008. Proceedings at http://web.mac.com/davidrh/LMSworkshop08/Schedule.html. |
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14 | Arto Klami. Modeling of mutual dependencies. PhD thesis, Helsinki University of Technology, 2008. |
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13 | Abhishek Tripathi, Arto Klami, and Samuel Kaski. Simple integrative preprocessing preserves what is shared in data sources. BMC Bioinformatics, 9:111, 2008. |
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12 | Abhishek Tripathi, Arto Klami, and Samuel Kaski. Using dependencies to pair samples for multi-view learning. TKK Reports in Information and Computer Science TKK-ICS-R8, Helsinki University of Technology, Espoo, Finland, 2008. |
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2007 |
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11 | Arto Klami and Samuel Kaski. Local dependent components. In Zoubin Ghahramani, editor, Proceedings of ICML 2007, the 24th International Conference on Machine Learning, pages 425–432. Omnipress, 2007. |
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2006 |
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10 | Arto Klami and Samuel Kaski. Generative models that discover dependencies between data sets. In Proceedings of MLSP'06, IEEE International Workshop on Machine Learning for Signal Processing, pages 123–128. IEEE, 2006. |
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2005 |
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9 | Samuel Kaski, Janne Sinkkonen, and Arto Klami. Discriminative clustering. Neurocomputing, 69:18–41, 2005. |
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8 | Arto Klami and Samuel Kaski. Non-parametric dependent components. In Proceedings of ICASSP 2005, IEEE International Conference on Acoustics, Speech, and Signal Processing, pages V–209–V–212. IEEE, 2005. |
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7 | Arto Klami, Janne Nikkilä, Christophe Roos, and Samuel Kaski. Extracting yeast stress genes by dependencies between stress treatments, 2005. Abstract in web, http://tinyurl.com/98kcx. |
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2004 |
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6 | Jaakko Peltonen, Arto Klami, and Samuel Kaski. Improved learning of Riemannian metrics for exploratory analysis. Neural Networks, 17:1087–1100, 2004. Invited paper. |
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2003 |
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5 | Arto Klami. Regularized discriminative clustering. Master's thesis, Helsinki University of Technology, 2003. |
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4 | Samuel Kaski, Janne Sinkkonen, and Arto Klami. Regularized discriminative clustering. In Christophe Molina, Tülay Adali, Jan Larsen, Marc Van Hulle, Scott Douglas, and Jean Rouat, editors, Neural Networks for Signal Processing XIII, pages 289–298, New York, NY, 2003. IEEE. |
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3 | Jaakko Peltonen, Arto Klami, and Samuel Kaski. Learning metrics for information visualization. In Proceedings of WSOM'03, Workshop on Self-Organizing Maps, pages 213–218, Kitakyushu, Japan, 2003. Kyushu Institute of Technology. (Proceedings on CD-ROM). |
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2002 |
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2 | Arto Klami, Jaakko Peltonen, and Samuel Kaski. Accurate self-organizing maps in learning metrics. In Pekka Ala-Siuru and Samuel Kaski, editors, STeP 2002—Intelligence, the Art of Natural and Artificial. Proceedings of the 10th Finnish Artificial Intelligence Conference, pages 41–49, Oulu, Finland, 2002. Finnish Artificial Intelligence Society. |
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1 | Jaakko Peltonen, Arto Klami, and Samuel Kaski. Learning more accurate metrics for self-organizing maps. In J. R. Dorronsoro, editor, Artificial Neural Networks—ICANN 2002, pages 999–1004, Berlin, 2002. Springer. |
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