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2016
Jointly Informative Feature Selection, Leonidas Lefakis and Francois Fleuret, in: Journal of Machine Learning Research, 2016
Evaluating Shape Representations for Maya Glyph Classification, Gulcan Can, Jean-Marc Odobez and Daniel Gatica-Perez, in: ACM Journal on Computing and Cultural Heritage (JOCCH), 9(3), 2016
A Tutorial on Task-Parameterized Movement Learning and Retrieval, Sylvain Calinon, in: Intelligent Service Robotics, 9(1):1-29, 2016
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Adaptive Sentiment-Aware One-Class Collaborative Filtering, Nikolaos Pappas and Andrei Popescu-Belis, in: Expert Systems with Applications, 43:23-41, 2016
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Adaptive relevance feedback for large-scale image retrieval, Nicolae Suditu and Francois Fleuret, in: Multimedia Tools and Applications, 75(12):6777-6807, 2016
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Sparse Modeling of Neural Network Posterior Probabilities for Exemplar-based Speech Recognition, Pranay Dighe, Afsaneh Asaei and Hervé Bourlard, in: Speech Communication: Special Issue on Advances in Sparse Modeling and Low-rank Modeling for Speech Processing, 76:230–244, 2016
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Otomatik İşaret Dili Tanıma ve Türk İşaret Dili için Bilgisayar Uygulamaları, Oya Aran, Ismail Ari, Alp Kindiroglu, Pinar Santemiz and Lale Akarun, in: Ellerle Konusmak: Turk Isaret Dili Arastirmalari / Research on Turkish Sign Language, pages 471-498, Koc University Press, 2016
2015
Global Optimization with Sparse and Local Gaussian Process Models, Tipaluck Krityakierne and David Ginsbourger, in: Machine Learning, Optimization, and Big Data, pages 185-196, Springer International Publishing, 2015
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Differentiating the Multipoint Expected Improvement for Optimal Batch Design, Sébastien Marmin, Clément Chevalier and David Ginsbourger, in: Machine Learning, Optimization, and Big Data, pages 37-48, Springer International Publishing, 2015
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Transfer Learning through Greedy Subset Selection, Ilja Kuzborskij, Francesco Orabona and Barbara Caputo, in: Image Analysis and Processing - ICIAP 2015, Genoa, Italy, pages 3-14, Springer International Publishing, 2015
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Robot Learning with Task-Parameterized Generative Models, Sylvain Calinon, in: Proc. Intl Symp. on Robotics Research, 2015
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Learned Minimal Intervention Control Synthesis based on Hidden Semi-Markov Models, M. Zeestraten, Sylvain Calinon and D. G. Caldwell, in: Proc. of the 8th Intl Workshop on Human-Friendly Robotics, pages 17, 2015
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Kullback-Leibler Proximal Variational Inference, Emtiyaz Khan, Pierre Baqué, Francois Fleuret and Pascal Fua, in: Proceedings of the international conference on Neural Information Processing Systems, pages 3402-3410, 2015
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Loud and Trendy: Crowdsourcing Impressions of Social Ambiance in Popular Indoor Urban Places, Darshan Santani and Daniel Gatica-Perez, in: Proceedings of the 23rd ACM International Conference on Multimedia, Brisbane, Australia, pages 211-220, ACM, 2015
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CommuniSense: Crowdsourcing Road Hazards in Nairobi, Darshan Santani, Jidraph Njuguna, Tierra Bills, Aisha W. Bryant, Reginald Bryant, Jonathan Ledgard and Daniel Gatica-Perez, in: Proceedings of the 17th International Conference on Human-Computer Interaction with Mobile Devices and Services, Copenhagen, Denmark, pages 445-456, ACM, 2015
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Looking at Cities in Mexico with Crowds, Darshan Santani, Salvador Ruiz-Correa and Daniel Gatica-Perez, in: Proceedings of the 2015 Annual Symposium on Computing for Development, London, United Kingdom, pages 127-135, ACM, 2015
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Learning to Segments Objects Candidates, Pedro H. O. Pinheiro, Ronan Collobert and Piotr Dollar, in: Advances in Neural Information Processing Systems, Montreal, Canada, pages 1990-1998, Curran Associates, Inc., 2015
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An Investigation of Muscle Models for Physiologically Based Intonation Modelling, Branislav Gerazov and Philip N. Garner, in: Proceedings of the 23rd Telecommunications Forum, pages 468--471, 2015
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International Conference on Mobile and Ubiquitous Multimedia, Gilberto Chávez-Martínez, Salvador Ruiz-Correa and Daniel Gatica-Perez, in: Happy and Agreeable? Multi-Label Classification of Impressions in Social Video, Linz, Austria, pages 109-120, ACM, 2015
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3D Gaze Estimation from Remote RGB-D Sensors, Kenneth Alberto Funes Mora, École Polytechnique Fédérale de Lausanne, 2015
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Head Nod Detection from a Full 3D Model, Yiqiang Chen, Yu Yu and Jean-Marc Odobez, in: Proceedings of the ICCV 2015, pages 528-536, 2015
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EUMSSI team at the MediaEval Person Discovery Challenge, Nam Le, Di Wu, Sylvain Meignier and Jean-Marc Odobez, in: Working Notes Proceedings of the MediaEval 2015 Workshop, Wurzen, Germany, 2015
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Towards utterance-based neural network adaptation in acoustic modeling, Ivan Himawan, Petr Motlicek, Marc Ferras and Srikanth Madikeri, in: IEEE Automatic Speech Recognition and Understanding Workshop, pages 289-295, 2015
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Deciphering the Silent Participant. On the Use of Audio-Visual Cues for the Classification of Listener Categories in Group Discussions, Catharine Oertel, Kenneth Alberto Funes Mora, Joakim Gustafson and Jean-Marc Odobez, in: Proceedings of the 2015 ACM on International Conference on Multimodal Interaction, ACM, Seattle, Washington, USA, pages 107--114, ACM, 2015
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