Francesco Orabona

Cited by

	All	Since 2017
Citations	4122	2537
h-index	35	26
i10-index	68	53

560

280

140

420

200720082009201020112012201320142015201620172018201920202021202230 45 71 85 143 177 228 232 214 302 321 313 410 455 544 488

Public access

View all

25 articles

0 articles

available

not available

Based on funding mandates

Co-authors

Barbara CaputoDAUIN, Politecnico di TorinoVerified email at polito.it
Giulio SandiniIstituto Italiano di Tecnologia - Robotics, Brain and Cognitive SciencesVerified email at iit.it
Tatiana TommasiPolitecnico di TorinoVerified email at polito.it
Luo JieNianticVerified email at nianticlabs.com
Giorgio MettaScientific Director, Istituto Italiano di TecnologiaVerified email at iit.it
Nicolò Cesa-BianchiProfessor of Computer Science, Università degli Studi di MilanoVerified email at unimi.it
Claudio CastelliniProfessor of Medical Robotics at FAU Erlangen and senior researcher at the German Aerospace CenterVerified email at fau.de
Ilja KuzborskijDeepMindVerified email at google.com
Dávid PálStaff Machine Learning Engineer, InstacartVerified email at instacart.com
Ashok CutkoskyBoston UniversityVerified email at cutkosky.com
Xiaoyu LiPh.D student, Boston UniversityVerified email at bu.edu
Claudio GentileGoogle Research, New York, USAVerified email at google.com
Kwang-Sung JunThe University of ArizonaVerified email at cs.arizona.edu
Joseph (Yossi) KeshetProfessor, Faculty of Electrical & Computer Engineering, TechnionVerified email at technion.ac.il
Koby CrammerProfessor of Electrical Engineering, Technion - Israel Institute of TechnologyVerified email at ee.technion.ac.il
Lorenzo NataleTenured Senior Scientist, Istituto Italiano di TecnologiaVerified email at iit.it
Marco FornoniGoogleVerified email at google.com
zhenxun zhuangBoston UniversityVerified email at bu.edu
Rebecca WillettUniversity of Chicago, Professor of Statistics and Computer ScienceVerified email at uchicago.edu
Stephen WrightDepartment of Computer Sciences and Wisconsin Institute for Discovery, University of WisconsinVerified email at cs.wisc.edu

Francesco Orabona

Associate Professor, Boston University

Verified email at orabona.com - Homepage

Online Learning Machine Learning Optimization Learning Theory


Title Sort by citations Sort by year Sort by title	Cited by Cited by	Year
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	244	2010
On the convergence of stochastic gradient descent with adaptive stepsizes X Li, F Orabona The 22nd international conference on artificial intelligence and statistics …, 2019	177	2019
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	167	2014
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	165	2005
Momentum-based variance reduction in non-convex sgd A Cutkosky, F Orabona Advances in neural information processing systems 32, 2019	160	2019
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	155	2013
Stability and hypothesis transfer learning I Kuzborskij, F Orabona International Conference on Machine Learning (ICML), 942-950, 2013	148	2013
A modern introduction to online learning F Orabona arXiv preprint arXiv:1912.13213, 2019	131	2019
The Projectron: a bounded kernel-based Perceptron F Orabona, J Keshet, B Caputo International Conference on Machine Learning (ICML), 720-727, 2008	130	2008
Learning from candidate labeling sets J Luo, F Orabona NIPS Foundation-Advances in Neural Information Processing Systems 23 (NIPS10), 2010	124	2010
Bounded Kernel-Based Online Learning F Orabona, J Keshet, B Caputo Journal of Machine Learning Research 10 (11), 2009	119	2009
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	111	2009
Discriminative cue integration for medical image annotation T Tommasi, F Orabona, B Caputo Pattern Recognition Letters 29 (15), 1996-2002, 2008	111	2008
Coin betting and parameter-free online learning F Orabona, D Pál Advances in Neural Information Processing Systems 29, 2016	95	2016
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	92	2013
Simultaneous model selection and optimization through parameter-free stochastic learning F Orabona Advances in Neural Information Processing Systems 27, 2014	89	2014
Online-batch strongly convex multi kernel learning F Orabona, L Jie, B Caputo 2010 IEEE computer society conference on computer vision and pattern …, 2010	88	2010
A Proto-object based visual attention model F Orabona, G Metta, G Sandini Attention in Cognitive Systems. Theories and Systems from an …, 2007	86*	2007
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	81	2015
Ultra-fast optimization algorithm for sparse multi kernel learning F Orabona, L Jie International Conference on Machine Learning (ICML), 2011	81	2011

The system can't perform the operation now. Try again later.

Articles 1–20

Citations per year

Duplicate citations

Merged citations

Add co-authorsCo-authors

Follow

Cited by

Co-authors