Computational neuroscience

Recent Publications

• Aharon Bar-Hillel, Dan Levy, Eyal Krupka, Chen Goldberg, "Part-Based Feature Selection for Human Detection", ECCV 2010
• Eyal Krupka, Amir Navot, Naftali Tishby, “Learning to Select Features using their Properties”, Journal of Machine Learning Research, 2008
• Eyal Krupka, Naftali Tishby, “Generalization from Observed to Unobserved Features by Clustering”, Journal of Machine Learning Research, 2008
• Eyal Krupka, Naftali Tishby, “Incorporating Prior Knowledge on Features into Learning”, Eleventh International Conference on Artificial Intelligence and Statistics (AISTATS'2007)
• Eyal Krupka, Naftali Tishby, “Generalization in Clustering with Unobserved Features”, NIPS 2005. Power point presentation from NIPS talk 

Posters

Eyal Krupka, Naftali Tishby, “Emerged Representation Invariance through Neuron Position and Dendritic Shape”, Presented in Cosyne’07.   This on going work proposes a relation between the above statistical learning papers and neuroscience.