Francesco Orabona
Francesco Orabona
Associate Professor, Boston University
Bestätigte E-Mail-Adresse bei orabona.com - Startseite
Titel
Zitiert von
Zitiert von
Jahr
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
2292010
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
1592005
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
1502014
Stability and hypothesis transfer learning
I Kuzborskij, F Orabona
International Conference on Machine Learning (ICML), 942-950, 2013
1312013
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
1312013
The Projectron: a bounded kernel-based Perceptron
F Orabona, J Keshet, B Caputo
International Conference on Machine Learning (ICML), 720-727, 2008
1262008
Bounded Kernel-Based Online Learning
F Orabona, J Keshet, B Caputo
Journal of Machine Learning Research 10 (11), 2009
1112009
Learning from candidate labeling sets
J Luo, F Orabona
NIPS Foundation-Advances in Neural Information Processing Systems 23 (NIPS10), 2010
1072010
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
1072009
On the convergence of stochastic gradient descent with adaptive stepsizes
X Li, F Orabona
The 22nd International Conference on Artificial Intelligence and Statistics …, 2019
1032019
Discriminative cue integration for medical image annotation
T Tommasi, F Orabona, B Caputo
Pattern Recognition Letters 29 (15), 1996-2002, 2008
1032008
Online-batch strongly convex multi kernel learning
F Orabona, L Jie, B Caputo
2010 IEEE computer society conference on computer vision and pattern …, 2010
892010
Simultaneous model selection and optimization through parameter-free stochastic learning
F Orabona
Advances in Neural Information Processing Systems, 1116-1124, 2014
882014
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
842013
Momentum-based variance reduction in non-convex SGD
A Cutkosky, F Orabona
arXiv preprint arXiv:1905.10018, 2019
812019
A Proto-object based visual attention model
F Orabona, G Metta, G Sandini
Attention in Cognitive Systems. Theories and Systems from an …, 2007
80*2007
Ultra-fast optimization algorithm for sparse multi kernel learning
F Orabona, L Jie
International Conference on Machine Learning (ICML), 2011
782011
Coin betting and parameter-free online learning
F Orabona, D Pál
arXiv preprint arXiv:1602.04128, 2016
752016
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
742015
A modern introduction to online learning
F Orabona
arXiv preprint arXiv:1912.13213, 2019
672019
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