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

Selected Publications:

The Automated Copywriter: Algorithmic Rephrasing of Health-Related Advertisements to Improve their performance
B Youngmann, E Yom-Tov, R Gilad-Bachrach, D Karmon
Proceedings of The Web Conference 2020, 1366-1377

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