Ran Gilad-Bachrach

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Kristin E. LauterPrincipal Researcher, Manager, Cryptography Research Group, Microsoft ResearchVerified email at microsoft.com
Kim LainePrincipal Researcher, MicrosoftVerified email at microsoft.com
Amir NavotPrincipal Research Scientist at Amazon Prime AirVerified email at amazon.com
Michael NaehrigResearcher, Microsoft Research, USAVerified email at cryptojedi.org
Nathan DowlinNSF Postdoc in Mathematics, Columbia UniversityVerified email at math.columbia.edu
Assaf SchusterProfessor of Computer Science, TechnionVerified email at cs.technion.ac.il
Mary CzerwinskiMicrosoft ResearchVerified email at microsoft.com
Lin XiaoFacebook AI ResearchVerified email at fb.com
Ohad ShamirWeizmann Institute of ScienceVerified email at weizmann.ac.il
Ofer DekelMicrosoft ResearchVerified email at microsoft.com
Shai FineHead of the Data Science Institute, IDCVerified email at idc.ac.il
Mikhail BilenkoMicrosoftVerified email at microsoft.com
Liran KatzirGoogle ResearchVerified email at cs.technion.ac.il
Noam KoenigsteinTel-Aviv UniversityVerified email at tauex.tau.ac.il
Ran El-YanivProfessor of Computer Science, Technion - Israel Institute of TechnologyVerified email at cs.technion.ac.il
Nikolaj BjornerMicrosoft ResearchVerified email at cs.stanford.edu
Pengtao XieAssistant Professor, UC San DiegoVerified email at eng.ucsd.edu
Koby CrammerProfessor of Electrical Engineering, Technion - Israel Institute of TechnologyVerified email at ee.technion.ac.il
Asta RosewayFusionist, Microsoft ResearchVerified email at microsoft.com
Zhicong HuangAlibaba GroupVerified email at alibaba-inc.com

Ran Gilad-Bachrach

Tel-Aviv University

Verified email at tauex.tau.ac.il - Homepage

Machine Learning Private AI Behavioral changes Social emotional learning Machine Teaching


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Cryptonets: Applying neural networks to encrypted data with high throughput and accuracy R Gilad-Bachrach, N Dowlin, K Laine, K Lauter, M Naehrig, J Wernsing International Conference on Machine Learning, 201-210, 2016	825	2016
Optimal Distributed Online Prediction Using Mini-Batches. O Dekel, R Gilad-Bachrach, O Shamir, L Xiao Journal of Machine Learning Research 13 (1), 2012	519	2012
Margin based feature selection-theory and algorithms R Gilad-Bachrach, A Navot, N Tishby Proceedings of the twenty-first international conference on Machine learning, 43, 2004	497	2004
Full body gait analysis with Kinect M Gabel, R Gilad-Bachrach, E Renshaw, A Schuster 2012 Annual International Conference of the IEEE Engineering in Medicine and …, 2012	370	2012
Margin analysis of the LVQ algorithm K Crammer, R Gilad-Bachrach, A Navot, N Tishby NIPS 2, 462-469, 2002	275	2002
Crypto-nets: Neural networks over encrypted data P Xie, M Bilenko, T Finley, R Gilad-Bachrach, K Lauter, M Naehrig arXiv preprint arXiv:1412.6181, 2014	111	2014
Speeding up the xbox recommender system using a euclidean transformation for inner-product spaces Y Bachrach, Y Finkelstein, R Gilad-Bachrach, L Katzir, N Koenigstein, ... Proceedings of the 8th ACM Conference on Recommender systems, 257-264, 2014	111	2014
Query by committee made real R Gilad-Bachrach, A Navot, N Tishby Advances in neural information processing systems, 443-450, 2006	103	2006
Dart: Dropouts meet multiple additive regression trees RK Vinayak, R Gilad-Bachrach Artificial Intelligence and Statistics, 489-497, 2015	94	2015
Dart: Dropouts meet multiple additive regression trees RK Vinayak, R Gilad-Bachrach Artificial Intelligence and Statistics, 489-497, 2015	94	2015
Manual for using homomorphic encryption for bioinformatics N Dowlin, R Gilad-Bachrach, K Laine, K Lauter, M Naehrig, J Wernsing Proceedings of the IEEE 105 (3), 552-567, 2017	84	2017
An information theoretic tradeoff between complexity and accuracy R Gilad-Bachrach, A Navot, N Tishby Learning Theory and Kernel Machines, 595-609, 2003	82	2003
PopTherapy: Coping with stress through pop-culture P Paredes, R Gilad-Bachrach, M Czerwinski, A Roseway, K Rowan, ... Proceedings of the 8th International Conference on Pervasive Computing …, 2014	73	2014
Optimal distributed online prediction O Dekel, R Gilad-Bachrach, O Shamir, L Xiao ICML, 2011	66	2011
Manual for using homomorphic encryption for bioinformatics N Dowlin, R Gilad-Bachrach, K Laine, K Lauter, M Naehrig, J Wernsing	53	2015
Online list accessing algorithms and their applications: Recent empirical evidence R Bachrach, R El-Yaniv Proceedings of the eighth annual ACM-SIAM symposium on Discrete algorithms …, 1997	52	1997
On composition of a federated web search result page: using online users to provide pairwise preference for heterogeneous verticals AK Ponnuswami, K Pattabiraman, Q Wu, R Gilad-Bachrach, T Kanungo Proceedings of the fourth ACM international conference on Web search and …, 2011	51	2011
On composition of a federated web search result page: using online users to provide pairwise preference for heterogeneous verticals AK Ponnuswami, K Pattabiraman, Q Wu, R Gilad-Bachrach, T Kanungo Proceedings of the fourth ACM international conference on Web search and …, 2011	51	2011
Logistic regression over encrypted data from fully homomorphic encryption H Chen, R Gilad-Bachrach, K Han, Z Huang, A Jalali, K Laine, K Lauter BMC medical genomics 11 (4), 3-12, 2018	48	2018
Low latency privacy preserving inference A Brutzkus, R Gilad-Bachrach, O Elisha International Conference on Machine Learning, 812-821, 2019	47	2019

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