Gideon Dror

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Eytan RuppinChief, Cancer Data Science Lab (CDSL), NCI/NIHVerified email at nih.gov
Yehuda KorenGoogleVerified email at google.com
Gavin C CawleyProfessor of Computing Sciences, University of East AngliaVerified email at uea.ac.uk
Vincent LemaireOrange LabsVerified email at orange.com
Daniel Cohen-OrProfessor of Computer Science, Tel Aviv UniversityVerified email at tau.ac.il
Frank SehnkeZentrum für Sonnenenergie- und Wasserstoff-Forschung StuttgartVerified email at in.tum.de
Juergen SchmidhuberKing Abdullah University of Science and Technology / The Swiss AI Lab, IDSIA / University of LuganoVerified email at kaust.edu.sa
Noam KoenigsteinTel-Aviv UniversityVerified email at tauex.tau.ac.il
Tommer LeyvandAppleVerified email at apple.com
Alex SmolaBoson AIVerified email at smola.org
Amir SaffariAmazon AGI, London UKVerified email at ymer.org
Ron ShamirProfessor of Computer Science and Bioinformatics, Tel Aviv UniversityVerified email at tauex.tau.ac.il
Asa Ben-HurComputer Science, Colorado State UniversityVerified email at cs.colostate.edu
John LangfordMicrosoft Research New YorkVerified email at hunch.net
S V N VishwanathanAssociate Professor of Statistics and Computer Science, Purdue UniversityVerified email at stat.purdue.edu
Dani LischinskiThe Hebrew University of JerusalemVerified email at mail.huji.ac.il
Evgeniy GabrilovichResearch Director, Facebook Reality LabsVerified email at meta.com
James PettersonPrincipal Data Scientist, IAGVerified email at nicta.com.au
Professor Javen Qinfeng ShiDirector for Causal AI Group, University of AdelaideVerified email at adelaide.edu.au
Markus WeimerPrincipal Scientist; MicrosoftVerified email at microsoft.com

Gideon Dror

Professor of Computer Science, Academic College of Tel Aviv

Verified email at mta.ac.il - Homepage

machine learning feature selection user modeling


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Modeling attacks on physical unclonable functions U Rührmair, F Sehnke, J Sölter, G Dror, S Devadas, J Schmidhuber Proceedings of the 17th ACM conference on Computer and communications …, 2010	1193	2010
Result analysis of the nips 2003 feature selection challenge I Guyon, S Gunn, A Ben-Hur, G Dror Advances in neural information processing systems 17, 2004	873	2004
PUF modeling attacks on simulated and silicon data U Rührmair, J Sölter, F Sehnke, X Xu, A Mahmoud, V Stoyanova, G Dror, ... IEEE transactions on information forensics and security 8 (11), 1876-1891, 2013	700	2013
Yahoo! music recommendations: modeling music ratings with temporal dynamics and item taxonomy N Koenigstein, G Dror, Y Koren Proceedings of the fifth ACM conference on Recommender systems, 165-172, 2011	407	2011
The yahoo! music dataset and kdd-cup’11 G Dror, N Koenigstein, Y Koren, M Weimer Proceedings of KDD Cup 2011, 3-18, 2012	365	2012
Facial attractiveness: Beauty and the machine Y Eisenthal, G Dror, E Ruppin Neural computation 18 (1), 119-142, 2006	363	2006
Large-scale learning of word relatedness with constraints G Halawi, G Dror, E Gabrilovich, Y Koren Proceedings of the 18th ACM SIGKDD international conference on Knowledge …, 2012	333	2012
Navigation method and system for autonomous machines with markers defining the working area E Peless, S Abramson, G Dror US Patent 6,255,793, 2001	315	2001
Hash kernels for structured data. Q Shi, J Petterson, G Dror, J Langford, A Smola, SVN Vishwanathan Journal of Machine Learning Research 10 (11), 2009	286	2009
Data-driven enhancement of facial attractiveness T Leyvand, D Cohen-Or, G Dror, D Lischinski ACM SIGGRAPH 2008 papers, 1-9, 2008	266	2008
Model selection: beyond the bayesian/frequentist divide. I Guyon, A Saffari, G Dror, G Cawley Journal of Machine Learning Research 11 (1), 2010	232	2010
Upright orientation of man-made objects H Fu, D Cohen-Or, G Dror, A Sheffer ACM SIGGRAPH 2008 papers, 1-7, 2008	208	2008
Feature selection based on the shapley value SB Cohen, G Dror, E Ruppin Proceedings of IJCAI, 1-6, 2005	206	2005
Navigation method and system for autonomous machines with markers defining the working area E Peless, S Abramson, G Dror US Patent 6,984,952, 2006	183	2006
Accurate identification of alternatively spliced exons using support vector machine G Dror, R Sorek, R Shamir Bioinformatics 21 (7), 897-901, 2005	179	2005
Feature selection via coalitional game theory S Cohen, G Dror, E Ruppin Neural computation 19 (7), 1939-1961, 2007	174	2007
Learning from the past: answering new questions with past answers A Shtok, G Dror, Y Maarek, I Szpektor Proceedings of the 21st international conference on World Wide Web, 759-768, 2012	153	2012
Navigation method and system for autonomous machines with markers defining the working area E Peless, S Abramson, G Dror US Patent 6,417,641, 2002	152	2002
Churn prediction in new users of Yahoo! answers G Dror, D Pelleg, O Rokhlenko, I Szpektor Proceedings of the 21st International Conference on World Wide Web, 829-834, 2012	143	2012
Hash kernels Q Shi, J Petterson, G Dror, J Langford, A Smola, A Strehl, ... Artificial intelligence and statistics, 496-503, 2009	139	2009

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