Francesco Orabona
Francesco Orabona
Assistant Professor, Boston University
Verified email at orabona.com - Homepage
TitleCited byYear
Safety in numbers: Learning categories from few examples with multi model knowledge transfer
T Tommasi, F Orabona, B Caputo
2010 IEEE Computer Society Conference on Computer Vision and Pattern …, 2010
1712010
Object-based visual attention: a model for a behaving robot
F Orabona, G Metta, G Sandini
2005 IEEE Computer Society Conference on Computer Vision and Pattern …, 2005
1552005
The Projectron: a bounded kernel-based Perceptron
F Orabona, J Keshet, B Caputo
International Conference on Machine Learning (ICML), 720-727, 2008
1092008
Learning categories from few examples with multi model knowledge transfer
T Tommasi, F Orabona, B Caputo
IEEE Transactions on Pattern Analysis and Machine Intelligence 36 (5), 928-941, 2014
1012014
Discriminative cue integration for medical image annotation
T Tommasi, F Orabona, B Caputo
Pattern Recognition Letters 29 (15), 1996-2002, 2008
1012008
Bounded kernel-based online learning
F Orabona, J Keshet, B Caputo
Journal of Machine Learning Research 10 (Nov), 2643-2666, 2009
952009
From n to n+ 1: Multiclass transfer incremental learning
I Kuzborskij, F Orabona, B Caputo
Proceedings of the IEEE Conference on Computer Vision and Pattern …, 2013
872013
Stability and hypothesis transfer learning
I Kuzborskij, F Orabona
International Conference on Machine Learning (ICML), 942-950, 2013
862013
Model adaptation with least-squares SVM for adaptive hand prosthetics
F Orabona, C Castellini, B Caputo, AE Fiorilla, G Sandini
Robotics and Automation, 2009. ICRA'09. IEEE International Conference on …, 2009
822009
Online-batch strongly convex multi kernel learning
F Orabona, L Jie, B Caputo
2010 IEEE Computer Society Conference on Computer Vision and Pattern …, 2010
752010
Learning from candidate labeling sets
L Jie, F Orabona
Advances in Neural Information Processing Systems 23, 1504--1512, 2010
712010
Ultra-fast optimization algorithm for sparse multi kernel learning
F Orabona, L Jie
International Conference on Machine Learning (ICML), 2011
692011
Improving control of dexterous hand prostheses using adaptive learning
T Tommasi, F Orabona, C Castellini, B Caputo
IEEE Transactions on Robotics 29 (1), 207-219, 2013
632013
A Proto-object based visual attention model
F Orabona, G Metta, G Sandini
Attention in Cognitive Systems. Theories and Systems from an …, 2007
63*2007
On-line independent support vector machines
F Orabona, C Castellini, B Caputo, L Jie, G Sandini
Pattern Recognition 43 (4), 1402-1412, 2010
602010
Robust bounds for classification via selective sampling
N Cesa-Bianchi, C Gentile, F Orabona
Proceedings of the 26th annual international conference on machine learning …, 2009
552009
Simultaneous model selection and optimization through parameter-free stochastic learning
F Orabona
Advances in Neural Information Processing Systems, 1116-1124, 2014
532014
A generalized online mirror descent with applications to classification and regression
F Orabona, K Crammer, N Cesa-Bianchi
Machine Learning 99 (3), 411-435, 2015
522015
New adaptive algorithms for online classification
F Orabona, K Crammer
Advances in Neural Information Processing Systems 23, 1840--1848, 2010
522010
Multi kernel learning with online-batch optimization
F Orabona, L Jie, B Caputo
Journal of Machine Learning Research 13 (Feb), 227-253, 2012
472012
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