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Ran Gilad-Bachrach
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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
22892016
Optimal Distributed Online Prediction Using Mini-Batches.
O Dekel, R Gilad-Bachrach, O Shamir, L Xiao
Journal of Machine Learning Research 13 (1), 2012
8322012
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
5692004
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
5092012
Margin analysis of the LVQ algorithm
K Crammer, R Gilad-Bachrach, A Navot, N Tishby
Advances in neural information processing systems 15, 2002
3282002
Dart: Dropouts meet multiple additive regression trees
RK Vinayak, R Gilad-Bachrach
Artificial Intelligence and Statistics, 489-497, 2015
3232015
Low latency privacy preserving inference
A Brutzkus, R Gilad-Bachrach, O Elisha
International Conference on Machine Learning, 812-821, 2019
3072019
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
2282014
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
1972014
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, 3-12, 2018
1952018
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
1682014
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
1572017
Query by committee made real
R Gilad-Bachrach, A Navot, N Tishby
Advances in neural information processing systems 18, 2005
1572005
Leveraging user signals for improved interactions with digital personal assistant
LD Clark, DB Harrison, S Hendrich, D Gardner, S Malekzadeh, ...
US Patent 9,807,559, 2017
1522017
An information theoretic tradeoff between complexity and accuracy
R Gilad-Bachrach, A Navot, N Tishby
Learning Theory and Kernel Machines: 16th Annual Conference on Learning …, 2003
1382003
Neural networks for encrypted data
R Gilad-Bachrach, TW Finley, M Bilenko, P Xie
US Patent 9,946,970, 2018
1172018
3D gesture recognition
R Gilad-Bachrach, D Lymberopoulos, IIGR DeJean, EAA REYES
US Patent 9,552,069, 2017
1002017
Private collaborative neural network learning
M Chase, R Gilad-Bachrach, K Laine, K Lauter, P Rindal
Cryptology ePrint Archive, 2017
972017
Emotionally intelligent systems
MP Czerwinski, MN Lim, R Gilad-Bachrach, I Tashev, M Mitchell, ...
US Patent App. 14/472,113, 2016
962016
Predicting" about-to-eat" moments for just-in-time eating intervention
T Rahman, M Czerwinski, R Gilad-Bachrach, P Johns
Proceedings of the 6th International Conference on Digital Health Conference …, 2016
822016
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