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 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
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 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 Robust Bounds for Classification via Selective Sampling
as author at  Sessions,
124 views
  lecture
flag The Projectron: a Bounded Kernel-Based Perceptron
as author at  25th International Conference on Machine Learning (ICML), Helsinki 2008,
292 views