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2016
Multilingual Visual Sentiment Concept Matching, Nikolaos Pappas, Mercan Topkara, Miriam Redi, Brendan Jou, Tao Chen, Hongyi Liu and Shih-Fu Chang, in: Proceedings of the International Conference on Multimedia Retrieval (ICMR), 2016
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Large Scale Hard Sample Mining with Monte Carlo Tree Search, Olivier Canévet and Francois Fleuret, in: Proceedings of the IEEE international conference on Computer Vision and Pattern Recognition, 2016
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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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