145 citations · 150 across the 4 of their papers we have counts for
4 papers
Federated Multilingual Models for Medical Transcript Analysis
Andre Manoel, Mirian Hipolito Garcia, Tal Baumel +6
Federated Learning (FL) is a novel machine learning approach that allows the model trainer to access more data samples, by training the model across multiple decentralized data sou…
Algorithmic Copywriting: Automated Generation of Health-Related Advertisements to Improve their Performance
Brit Youngmann, Ran Gilad-Bachrach, Danny Karmon +1
Search advertising, a popular method for online marketing, has been employed to improve health by eliciting positive behavioral change. However, writing effective advertisements re…
LaVAN: Localized and Visible Adversarial Noise
Danny Karmon, Daniel Zoran, Yoav Goldberg
Most works on adversarial examples for deep-learning based image classifiers use noise that, while small, covers the entire image. We explore the case where the noise is allowed to…
Risk Minimization in Structured Prediction using Orbit Loss
Danny Karmon, Joseph Keshet
We introduce a new surrogate loss function called orbit loss in the structured prediction framework, which has good theoretical and practical advantages. While the orbit loss is no…