Francesco Orabona
homepage: | http://francesco.orabona.com/ |
search externally: | Google Scholar, Springer, CiteSeer, Microsoft Academic Search, Scirus , DBlife |
Description
I am currently a Research Assistant Professor at Toyota Technological Institute at Chicago, a philanthropically endowed academic computer science institute located in the campus of University of Chicago. My current research interests are theoretically motivated supervised and unsupervised learning algorithms. In particular I am interested in online active learning, online learning methods for life-long learning, domain adaptation and batch and stochastic optimization.
Lectures:
lecture Online-Batch Strongly Convex Multi Kernel Learning as author at 23rd IEEE Conference on Computer Vision and Pattern Recognition 2010 - San Francisco, 4389 views |
lecture The Projectron: a Bounded Kernel-Based Perceptron as author at 25th International Conference on Machine Learning (ICML), Helsinki 2008, 4882 views |
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lecture Robust Bounds for Classification via Selective Sampling as author at Sessions, 3867 views |
lecture Unconstrained Online Linear Learning in Hilbert Spaces: Minimax Algorithms and Normal Approximations as author at 27th Annual Conference on Learning Theory (COLT), Barcelona 2014, 2397 views |
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demonstration video On Multilabel Classification and Ranking with Partial Feedback as author at Video Journal of Machine Learning Abstracts - Volume 3, 2631 views |
poster Dimension-Free Exponentiated Gradient as author at Video Journal of Machine Learning Abstracts - Volume 5, 1714 views |
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