Keywords:
Publications of Francesco Orabona
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2016
| Fast Rates by Transferring from Auxiliary Hypotheses, and , in: Machine Learning, 2016 |
| Scalable greedy algorithms for transfer learning, , and , in: Computer Vision and Image Understanding, 2016 |
2015
| Transfer Learning through Greedy Subset Selection, , and , Idiap-RR-26-2015 |
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| Transfer Learning through Greedy Subset Selection, , and , in: Image Analysis and Processing - ICIAP 2015, Genoa, Italy, pages 3-14, Springer International Publishing, 2015 |
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2013
| From N to N+1: Multiclass Transfer Incremental Learning, , and , in: Proceedings of the Conference on Computer Vision and Pattern Recognition, 2013 |
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| Learning Categories from Few Examples with Multi Model Knowledge Transfer, , and , Idiap-RR-16-2013 |
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| Multiclass Latent Locally Linear Support Vector Machines, , and , in: JMLR W&CP, Volume 29: Asian Conference on Machine Learning, Canberra, Australia, pages 229-244, 2013 |
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| Stability and Hypothesis Transfer Learning, and , in: International Conference on Machine Learning, 2013 |
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2012
| Improving Control of Dexterous Hand Prostheses Using Adaptive Learning, , , and , in: IEEE TRANSACTIONS ON ROBOTICS, 2012 |
[DOI] |
| Improving Control of Dexterous Hand Prostheses Using Adaptive Learning, , , and , Idiap-RR-07-2012 |
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| Leveraging over prior knowledge for online learning of visual categories, , , and , in: Proceedings of the British Machine Vision Conference, 2012 |
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2011
| Learning from Candidate Labeling Sets, and , Idiap-RR-27-2011 |
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| Learning from Images with Captions Using the Maximum Margin Set Algorithm, , , and , Idiap-RR-30-2011 |
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| Ultra-Fast Optimization Algorithm for Sparse Multi Kernel Learning, and , Idiap-RR-11-2011 |
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| Ultra-Fast Optimization Algorithm for Sparse Multi Kernel Learning, and , in: Proceedings of the 28th International Conference on Machine Learning, 2011 |
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2010
| Learning from Candidate Labeling Sets, and , in: Advances in Neural Information Processing Systems 23 (NIPS10), NIPS Foundation, Vancouver, B.C., Canada, MIT Press, 2010 |
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| OM-2: An Online Multi-class Multi-kernel Learning Algorithm, , , , and , Idiap-RR-06-2010 |
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| OM-2: An Online Multi-class Multi-kernel Learning Algorithm, , , , and , in: In Proceeding of CVPR 2010, Online Learning for Computer Vision Workshop, 2010 |
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| Online-Batch Strongly Convex Multi Kernel Learning, , and , in: Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2010 |
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| Online-Batch Strongly Convex Multi Kernel Learning, , and , Idiap-RR-07-2010 |
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| Safety in Numbers: Learning Categories from Few Examples with Multi Model Knowledge Transfer, , and , in: Proceedings of IEEE Computer Vision and Pattern Recognition Conference, San Francisco, CA, pages 3081-3088, IEEE, 2010 |
[DOI] |
2009
| A theoretical framework for transfer of knowledge across modalities in artificial and cognitive systems, , , and , in: International Conference on Developmental Learning, 2009 |
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| An online framework for learning novel concepts over multiple cues, , and , in: Proceeding of The 9th Asian Conference on Computer Vision, Xi'an, China, 2009 |
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| Bounded kernel-based perceptrons, , and , in: Journal of Machine Learning Research, Accepted for pub, 2009 |
| Model adaptation with least-square SVM for adaptive hand prosthetics, , , , and , in: IEEE International conference on Robotics and Automation, 2009 |
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| Model Adaptation with Least-Squares SVM for Adaptive Hand Prosthetics, , , , and , Idiap-RR-05-2009 |
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| Towards Life-long Learning for Cognitive Systems: Online Independent Support Vector Machine, , , , and , in: Pattern Recognition, Accepted for Pub, 2009 |
| You live, you learn, you forget: continuous learning of visual places with a forgetting mechanism, , and , in: International Conference on Robotic and Systems, 2009 |
2008
| An SVM Confidence-Based Approach to Medical Image Annotation, , and , in: Workshop of the Cross-Language Evaluation Forum, 2008 |
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| Biologically Motivated Audio-Visual Cue Integration for Object, , , , , , , , and , in: Proceedings of the first Internatinal Conference on Cognitive Systems, 2008 |
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| Calibration from statistical properties of the visual world, , and , in: European Conf. on Computer Vision, 2008 |
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| Calibration from statistical properties of the visual world, , and , Idiap-RR-63-2008 |
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| CLEF2008 Image Annotation Task: an SVM Confidence-Based Approach, , and , Idiap-RR-77-2008 |
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| Cue Integration for Medical Image Annotation, , and , 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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| Discriminative cue integration for medical image annotation, , and , in: Pattern Recognition Letters, 2008 |
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| The Projectron: a Bounded Kernel-Based Perceptron, , and , in: Int. Conf. on Machine Learning, 2008 |
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| The Projectron: a Bounded Kernel-Based Perceptron, , and , Idiap-RR-30-2008 |
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2007
| CLEF2007 Image Annotation Task: an SVM-based Cue Integration Approach, , and , in: Proceedings of ImageCLEF 2007 -LNCS, 2007 |
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