172 citations · 802 across the 171 of their papers we have counts for
3 papers · 1 filter
On Testing Machine Learning Programs
Houssem Ben Braiek, Foutse Khomh
Nowadays, we are witnessing a wide adoption of Machine learning (ML) models in many safety-critical systems, thanks to recent breakthroughs in deep learning and reinforcement learn…
Is Fragmentation a Threat to the Success of the Internet of Things?
Mohab Aly, Foutse Khomh, Yann-Gaël Guéhéneuc +2
The current revolution in collaborating distributed things is seen as the first phase of IoT to develop various services. Such collaboration is threatened by the fragmentation foun…
Distributed Differential Privacy via Shuffling
Albert Cheu, Adam Smith, Jonathan Ullman +2
We consider the problem of designing scalable, robust protocols for computing statistics about sensitive data. Specifically, we look at how best to design differentially private pr…