PASCAL - Pattern Analysis, Statistical Modelling and Computational Learning

EPrints submitted by Francesco Orabona

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Number of EPrints submitted by this user: 9

On-line Independent Support Vector Machines
Francesco Orabona, Claudio Castellini, Barbara Caputo, Luo Jie and Giulio Sandini
Pattern Recognition Volume 43, Number 4, pp. 1402-1412, 2010.

Robust Bounds for Classification via Selective Sampling
Nicolò Cesa-Bianchi, Claudio Gentile and Francesco Orabona
In: ICML 2009, 14-18 June 2009, Montreal, Quebec.

Bounded Kernel-Based Online Learning
Francesco Orabona, Joseph Keshet and Barbara Caputo
Journal of Machine Learning Research Volume 10, pp. 2643-2666, 2009.

Model adaptation with least-squares SVM for adaptive hand prosthetics
Francesco Orabona, Claudio Castellini, Barbara Caputo, Emanuele Fiorilla and Giulio Sandini
In: ICRA 2009, 12 - 17 May 2009, Kobe, Japan.

Online-Batch Strongly Convex Multi Kernel Learning
Francesco Orabona, Luo Jie and Barbara Caputo
In: IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 13-18 June 2010, San Francisco, California.

Safety in Numbers: Learning Categories from Few Examples with Multi Model Knowledge Transfer
Tatiana Tommasi, Francesco Orabona and Barbara Caputo
In: 23rd IEEE Conference on Computer Vision and Pattern Recognition, 13-18 June 2010, San Francisco, USA.

OM-2: An Online Multi-class Multi-kernel Learning Algorithm
Luo Jie, Francesco Orabona, Marco Fornoni, Barbara Caputo and Nicolò Cesa-Bianchi
In: 4th IEEE Online Learning for Computer Vision Workshop, 13 June 2010, San Francisco, California.

New Adaptive Algorithms for Online Classification
Francesco Orabona and Koby Crammer
In: Neural Information Processing Systems, 13-15 Dec 2011, Vancouver, Canada.

Learning from Candidate Labeling Sets
Luo Jie and Francesco Orabona
In: Neural Information Processing Systems, 13-15 Dec 2011, Vancouver, Canada.