Prof. Ran Gilad-Bachrach

Dep. of Bio-Medical Engineering
מחלקה להנדסה ביו-רפואית סגל אקדמי בכיר

Main Research areas

Machine learning and its applications for health and well-being, deep leaning, technology to support behavioral changes, Private-AI

Selected Publications

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, 2016


Margin based feature selection-theory and algorithms

R Gilad-Bachrach, A Navot, N Tishby

Proceedings of the twenty-first international conference on Machine learning, 2004


Optimal distributed online prediction using mini-batches

O Dekel, R Gilad-Bachrach, O Shamir, L Xiao

The Journal of Machine Learning Research , 2012


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 Biology, 2012


Margin analysis of the LVQ algorithm

K Crammer, R Gilad-Bachrach, A Navot, N Tishby

Advances in neural information processing systems, 2003

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