Michael Fink
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"
Uncovering Shared Structures in Multiclass Classification "
Yonatan Amit, Michael Fink, Nathan Srebro and Shimon Ullman
International Conference on Machine Learning (ICML) 2007.
" Online Learning of Search Heuristics"
Michael Fink
Conference on Artificial Intelligence and Statistics (AISTATS) 2007.
" Extracting
Shared Representations in Multiclass Learning by Trace-norm Minimization "
Michael Fink
Invited speaker talk at the 12th Winter Workshop on Computer Vision (WWCV) 2007.
" Mass
personalization: social and interactive applications using sound-track
identification "
Michael Fink, Michele Covell, and Shumeet Baluja
Journal of Multimedia Tools and Applications, 2007.
"Preferential
Encoding of Features Distinctive for Multiple Categories"
Michael Fink, Gershon Ben-Shakhar, and Shimon Ullman
under review.
" From Aardvark to
Zorro: A Benchmark of Mammal Images "
Michael Fink and Shimon Ullman
Submitted to the International Journal of Computer Vision (IJCV).
" Online Multiclass Learning by
Interclass Hypothesis Sharing "
Michael Fink, Shai Shalev-Shwartz, Yoram Singer, and Shimon Ullman
International Conference on Machine Learning (ICML) 2006.
" Social and Interactive Television
Applications Based on Real-Time Ambient Audio Identification"
Michael Fink, Michele Covell, and Shumeet Baluja
European Conference on Interactive Television (EuroITV) 2006 - received best
paper award.
" Interclass Transfer as an Underlying
Factor of Human Object Recognition "
Michael Fink and Shimon Ullman
Neural Information Processing Systems workshop on
Interclass Transfer (NIPS) 2005.
"Object Classification from a
Single Example Utilizing Class Relevance Pseudo-Metrics"
Michael Fink
Proceedings of the Neural Information Processing Systems Conference (NIPS) 2004.
"Learning From a Small Number of
Training Examples by Exploiting Object Categories"
Workshop of Learning in Computer Vision (LCVPR) 2004.
"Encoding Reusable Perceptual Features Enables Learning
Future Categories from Few Examples"
Michael Fink and
Technical Report 2004.
"Mutual
Boosting for Contextual Inference"
Michael Fink and Pietro Perona
Proceedings
of the Neural Information Processing Systems Conference (NIPS) 2003.
"Empirical Evidence and Theoretical Analysis of Feature
Creation during Category Acquisition"
Michael Fink, Gershon Ben-Shakhar and David
Horn
Connectionist
Models of Cognition and Perception II 2003.
"The Effect of Memory Load and Semantic Factors on the
Incidental Learning of Episodic Associations"
Yaron Silverman, Michael Fink and Shlomo
Bentin
Proceedings
of the International Meeting of Psychology,
"Conceptual Priming of Early Visual Mechanisms: Structural
Encoding of Human Faces"
Shlomo Bentin, Noam Sagiv, Michael Fink,
Nurit Graber and Yulia Golland
Proceedings
of the International Meeting of Psychology, Haifa, Israel, 2000.