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| About site: Artificial Intelligence/Machine Learning/Research Groups - Machine Learning Lab - The Hebrew University |
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| About site: http://www.cs.huji.ac.il/labs/learning/lab_page.html |
Title: Artificial Intelligence/Machine Learning/Research Groups - Machine Learning Lab - The Hebrew University Research projects on learning in human-machine interaction, natural language interface to the WWW, statistical analysis of neurophysiological data, self-organization of proteins, nonlinear acoustic si
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The Hebrew University - School of Computer Science andEngineering - The Machine Learning Lab  The Hebrew University - School of Computer Scienceand Engineering. The Machine Learning Lab   Contents:  The "goals" of this lab See also the Computational biology lab Who are we? Selected publications Complete theses Journals, conferences, and other goodies...  The lab's computers' list and usage policy People Faculty members:  Nir Friedman YoramSinger Eli Shamir Tali Tishby Yair Weiss (from Oct. 2001)Research students: Gill Bejerano Main subject : Machine Learning, Applications in Computational Biology.Advisors: Hanah Margalit and Tali Tishby jill@cs.huji.ac.il Koby Crammer Main subject : Computational Learning Theory, On-line, Kernel Machines, SVM. Advisor: Yoram Singer kobics@cs.huji.ac.il Gal Chechik Main subject : Computational Neuroscience. Auditorypathway. Information optimization and synaptic dynamics.Advisors: Isreal Nelken and Tali Tishby ggal@cs.huji.ac.il Ran Gilad-Bachrach Main subject : Computational Learning Theory, Information Theory. SVM. Stability in learning.Advisor: Tali Tishby ranb@cs.huji.ac.il Amir Globerson Main subject : Computational Neuroscience. Neuralcoding of complex movements. Information optimization principles.Advisors: Tali Tishby and Eilon Vaadia gamir@cs.huji.ac.il Matan Ninio Main subject : Computational Biology, Phylogenetic inference, Optimization (Weight Annealing).Advisor: Nir Friedman matan@learning.cs.ninio.org Yevgeny Seldin Main subject : Machine Learning, sequence analysis. Applications in Computational Biology and NLP.Advisor: Tali Tishby seldin@cs.huji.ac.il Noam Slonim Main subject : The Information bottleneck method. Statistical language models, associative networks, WWW,...Advisor: Tali Tishby noamm@cs.huji.ac.il What are we trying to do? Machine learning offers an alternative approach to some classical AI problems, such as pattern recognition, and relies mainly on statistical modeling and self organization. Our main efforts are focused on developing fundamental understanding of computational learning and computational neuroscience, with applications to man-machine communication ( handwriting, speech, natural language modeling), motor control (robotics), vision , neurophysiology, computational biology, and even cognitive science. We have close contacts with many other groups at the Hebrew university. In particular, the multidiscplinary Center for Neural Computation, the laboratory for higher brain function at the Haddasa Medical School, the Department of MolecularGenetics and Biotechnology, Faculty of Medicine, the institute of life sciences, Racah institute of physics, and the school of musicology. Our current projects center around the following large topics: Projects: Learning in human-machine interaction Natural language interface to the WWW Statistical analysis of neurophysiological data Self-organization of proteins Nonlinear acoustic signal processing Veterans, Reserve, and Visitors of the Lab Joachim M. Buhmann jb@cs.bonn.edu Ran El-Yaniv ranni@cs.huji.ac.il Yoav Freund yoav@research.att.com Fernando C. Pereira pereira@research.att.com Omri Mann omri@cs.huji.ac.il EladSchneidman elads@princeton.edu Shai Fine fshai@cs.huji.ac.il Itay Gat itay@compugen.co.il Lidror Troyansky lidrort@cs.huji.ac.il Golan Yona golany@cs.huji.ac.il Shlomo Dubnov dubnov@cs.huji.ac.il Dana Ron danar@eng.tau.ac.il Yoram Singer singer@cs.huji.ac.il Good to know Web cites ![[Back]](./Gifs/back.GIF) Back to CS HUJI Home Page  |
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Research | projects | on | learning | in | human-machine | interaction, | natural | language | interface | to | the | WWW, | statistical | analysis | of | neurophysiological | data, | self-organization | of | proteins, | nonlinear | acoustic | si |
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http://www.cs.huji.ac.il/labs/learning/lab_page.html
Machine Learning Lab - The Hebrew University 2008 September
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Research projects on learning in human-machine interaction, natural language interface to the WWW, statistical analysis of neurophysiological data, self-organization of proteins, nonlinear acoustic si
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