دنبال کردن
Francesco Orabona
Francesco Orabona
Associate Professor, KAUST
ایمیل تأیید شده در orabona.com - صفحهٔ اصلی
عنوان
نقل شده توسط
نقل شده توسط
سال
Momentum-based variance reduction in non-convex SGD‏
A Cutkosky, F Orabona‏
Advances in neural information processing systems 32, 2019‏
4492019
A modern introduction to online learning‏
F Orabona‏
arXiv preprint arXiv:1912.13213, 2019‏
4482019
On the convergence of stochastic gradient descent with adaptive stepsizes‏
X Li, F Orabona‏
The 22nd international conference on artificial intelligence and statistics …, 2019‏
3612019
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
2862010
Learning from candidate labeling sets‏
J Luo, F Orabona‏
NIPS Foundation-Advances in Neural Information Processing Systems 23 (NIPS10), 2010‏
2142010
Stability and hypothesis transfer learning‏
I Kuzborskij, F Orabona‏
International Conference on Machine Learning (ICML), 942-950, 2013‏
2102013
Coin betting and parameter-free online learning‏
F Orabona, D Pál‏
Advances in Neural Information Processing Systems 29, 2016‏
1902016
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
1872014
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
1722013
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
1692005
Black-box reductions for parameter-free online learning in Banach spaces‏
A Cutkosky, F Orabona‏
Conference On Learning Theory, 1493-1529, 2018‏
1592018
The Projectron: a bounded kernel-based Perceptron‏
F Orabona, J Keshet, B Caputo‏
International Conference on Machine Learning (ICML), 720-727, 2008‏
1522008
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
1342009
Bounded Kernel-Based Online Learning‏
F Orabona, J Keshet, B Caputo‏
Journal of Machine Learning Research 10 (11), 2009‏
1282009
Training deep networks without learning rates through coin betting‏
F Orabona, T Tommasi‏
Advances in neural information processing systems 30, 2017‏
1272017
Scale-free online learning‏
F Orabona, D Pál‏
Theoretical Computer Science 716, 50-69, 2018‏
1212018
Discriminative cue integration for medical image annotation‏
T Tommasi, F Orabona, B Caputo‏
Pattern Recognition Letters 29 (15), 1996-2002, 2008‏
1202008
Simultaneous model selection and optimization through parameter-free stochastic learning‏
F Orabona‏
Advances in Neural Information Processing Systems 27, 2014‏
1172014
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
1142013
A generalized online mirror descent with applications to classification and regression‏
F Orabona, K Crammer, N Cesa-Bianchi‏
Machine Learning 99, 411-435, 2015‏
1072015
سیستم در حال حاضر قادر به انجام عملکرد نیست. بعداً دوباره امتحان کنید.
مقاله‌ها 1–20