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Francesco Orabona
Francesco Orabona
Associate Professor, KAUST
Verified email at orabona.com - Homepage
Title
Cited by
Cited by
Year
Momentum-based variance reduction in non-convex SGD
A Cutkosky, F Orabona
Advances in neural information processing systems 32, 2019
3342019
A modern introduction to online learning
F Orabona
arXiv preprint arXiv:1912.13213, 2019
2842019
On the convergence of stochastic gradient descent with adaptive stepsizes
X Li, F Orabona
The 22nd international conference on artificial intelligence and statistics …, 2019
2832019
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
2822010
Stability and hypothesis transfer learning
I Kuzborskij, F Orabona
International Conference on Machine Learning (ICML), 942-950, 2013
1912013
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
1862014
Learning from candidate labeling sets
J Luo, F Orabona
NIPS Foundation-Advances in Neural Information Processing Systems 23 (NIPS10), 2010
1812010
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
1662005
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
1652013
The Projectron: a bounded kernel-based Perceptron
F Orabona, J Keshet, B Caputo
International Conference on Machine Learning (ICML), 720-727, 2008
1482008
Coin betting and parameter-free online learning
F Orabona, D Pál
Advances in Neural Information Processing Systems 29, 2016
1442016
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
1282009
Bounded Kernel-Based Online Learning
F Orabona, J Keshet, B Caputo
Journal of Machine Learning Research 10 (11), 2009
1262009
Black-box reductions for parameter-free online learning in Banach spaces
A Cutkosky, F Orabona
Conference On Learning Theory, 1493-1529, 2018
1192018
Discriminative cue integration for medical image annotation
T Tommasi, F Orabona, B Caputo
Pattern Recognition Letters 29 (15), 1996-2002, 2008
1192008
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
1072013
Simultaneous model selection and optimization through parameter-free stochastic learning
F Orabona
Advances in Neural Information Processing Systems 27, 2014
992014
Training deep networks without learning rates through coin betting
F Orabona, T Tommasi
Advances in Neural Information Processing Systems 30, 2017
982017
A generalized online mirror descent with applications to classification and regression
F Orabona, K Crammer, N Cesa-Bianchi
Machine Learning 99, 411-435, 2015
962015
Scale-free online learning
F Orabona, D Pál
Theoretical Computer Science 716, 50-69, 2018
932018
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