8 citations · 24 across the 4 of their papers we have counts for
4 papers
Sequential Drift Detection in Deep Learning Classifiers
Samuel Ackerman, Parijat Dube, Eitan Farchi
We utilize neural network embeddings to detect data drift by formulating the drift detection within an appropriate sequential decision framework. This enables control of the false…
Engineering Reliable Deep Learning Systems
P. Santhanam, Eitan Farchi, Victor Pankratius
Recent progress in artificial intelligence (AI) using deep learning techniques has triggered its wide-scale use across a broad range of applications. These systems can already perf…
Defending via strategic ML selection
Eitan Farchi, Onn Shehory, Guy Barash
The results of a learning process depend on the input data. There are cases in which an adversary can strategically tamper with the input data to affect the outcome of the learning…
Teaching Logic to Information Systems Students: Challenges and Opportunities
Anna Zamansky, Eitan Farchi
In contrast to Computer Science, where the fundamental role of Logic is widely recognized, it plays a practically non-existent role in Information Systems curricula. In this paper…