Francesco Orabona
homepage:http://francesco.orabona.com/
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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
flag Online-Batch Strongly Convex Multi Kernel Learning
as author at  23rd IEEE Conference on Computer Vision and Pattern Recognition 2010 - San Francisco,
277 views
  lecture
flag The Projectron: a Bounded Kernel-Based Perceptron
as author at  25th International Conference on Machine Learning (ICML), Helsinki 2008,
292 views
lecture
flag Robust Bounds for Classification via Selective Sampling
as author at  Sessions,
124 views
  demonstration video
flag On Multilabel Classification and Ranking with Partial Feedback
as author at  Video Journal of Machine Learning Abstracts - Volume 3,
69 views
lecture
flag Unconstrained Online Linear Learning in Hilbert Spaces: Minimax Algorithms and Normal Approximations
as author at  27th Annual Conference on Learning Theory (COLT), Barcelona 2014,
41 views
  poster
flag Dimension-Free Exponentiated Gradient
as author at  Video Journal of Machine Learning Abstracts - Volume 5,
19 views