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Francesco Orabona
First name(s): Francesco
Last name(s): Orabona

Publications of Francesco Orabona sorted by journal and type
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Publications of type Idiap-RR


2015


2012


2011


2010


2009


2008


2007


2013


Computer Vision and Image Understanding


IEEE TRANSACTIONS ON ROBOTICS


Journal of Machine Learning Research

Bounded kernel-based perceptrons, Francesco Orabona, Joseph Keshet and Barbara Caputo, in: Journal of Machine Learning Research, Accepted for pub, 2009

Machine Learning


Pattern Recognition


Pattern Recognition Letters


Image Analysis and Processing - ICIAP 2015 (2015)

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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Proceedings of the Conference on Computer Vision and Pattern Recognition (2013)

From N to N+1: Multiclass Transfer Incremental Learning, Ilja Kuzborskij, Francesco Orabona and Barbara Caputo, in: Proceedings of the Conference on Computer Vision and Pattern Recognition, 2013
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JMLR W&CP, Volume 29: Asian Conference on Machine Learning (2013)

Multiclass Latent Locally Linear Support Vector Machines, Marco Fornoni, Barbara Caputo and Francesco Orabona, in: JMLR W&CP, Volume 29: Asian Conference on Machine Learning, Canberra, Australia, pages 229-244, 2013
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International Conference on Machine Learning (2013)

Stability and Hypothesis Transfer Learning, Ilja Kuzborskij and Francesco Orabona, in: International Conference on Machine Learning, 2013
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Proceedings of the British Machine Vision Conference (2012)


Proceedings of the 28th International Conference on Machine Learning (2011)

Ultra-Fast Optimization Algorithm for Sparse Multi Kernel Learning, Francesco Orabona and Jie Luo, in: Proceedings of the 28th International Conference on Machine Learning, 2011
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Advances in Neural Information Processing Systems 23 (NIPS10) (2010)

Learning from Candidate Labeling Sets, Jie Luo and Francesco Orabona, in: Advances in Neural Information Processing Systems 23 (NIPS10), NIPS Foundation, Vancouver, B.C., Canada, MIT Press, 2010
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In Proceeding of CVPR 2010, Online Learning for Computer Vision Workshop (2010)

OM-2: An Online Multi-class Multi-kernel Learning Algorithm, Jie Luo, Francesco Orabona, Marco Fornoni, Barbara Caputo and Nicolo Cesa-Bianchi, in: In Proceeding of CVPR 2010, Online Learning for Computer Vision Workshop, 2010
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Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (2010)

Online-Batch Strongly Convex Multi Kernel Learning, Francesco Orabona, Jie Luo and Barbara Caputo, in: Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2010
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Proceedings of IEEE Computer Vision and Pattern Recognition Conference (2010)

Safety in Numbers: Learning Categories from Few Examples with Multi Model Knowledge Transfer, Tatiana Tommasi, Francesco Orabona and Barbara Caputo, in: Proceedings of IEEE Computer Vision and Pattern Recognition Conference, San Francisco, CA, pages 3081-3088, IEEE, 2010
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International Conference on Developmental Learning (2009)


Proceeding of The 9th Asian Conference on Computer Vision (2009)

An online framework for learning novel concepts over multiple cues, Jie Luo, Francesco Orabona and Barbara Caputo, in: Proceeding of The 9th Asian Conference on Computer Vision, Xi'an, China, 2009
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IEEE International conference on Robotics and Automation (2009)


International Conference on Robotic and Systems (2009)


Workshop of the Cross-Language Evaluation Forum (2008)


Proceedings of the first Internatinal Conference on Cognitive Systems (2008)


European Conf. on Computer Vision (2008)


Advances in Multilingual and Multimodal Information Retrieval: 8th Workshop of the Cross-Language Evaluation Forum, CLEF 2007, Budapest, Hungary, September 19-21, 2007, Revised Selected Papers (2008)

Cue Integration for Medical Image Annotation, Tatiana Tommasi, Francesco Orabona and Barbara Caputo, in: Advances in Multilingual and Multimodal Information Retrieval: 8th Workshop of the Cross-Language Evaluation Forum, CLEF 2007, Budapest, Hungary, September 19-21, 2007, Revised Selected Papers, Springer-Verlag, 2008
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