348 citations · 382 across the 10 of their papers we have counts for
3 papers · 1 filter
Adversarial Frontier Stitching for Remote Neural Network Watermarking
Erwan Le Merrer, Patrick Perez, Gilles Trédan
The state of the art performance of deep learning models comes at a high cost for companies and institutions, due to the tedious data collection and the heavy processing requiremen…
The topological face of recommendation: models and application to bias detection
Erwan Le Merrer, Gilles Trédan
Recommendation plays a key role in e-commerce and in the entertainment industry. We propose to consider successive recommendations to users under the form of graphs of recommendati…
Distributed deep learning on edge-devices: feasibility via adaptive compression
Corentin Hardy, Erwan Le Merrer, Bruno Sericola
A large portion of data mining and analytic services use modern machine learning techniques, such as deep learning. The state-of-the-art results by deep learning come at the price…