1 citations · 1 across the 1 of their papers we have counts for
2 papers
cs.DB2021★ 1 cited
Dataset Definition Standard (DDS)
Cyril Cappi, Camille Chapdelaine, Laurent Gardes +4
This document gives a set of recommendations to build and manipulate the datasets used to develop and/or validate machine learning models such as deep neural networks. This documen…
cs.LG2020
Ensuring Dataset Quality for Machine Learning Certification
Sylvaine Picard, Camille Chapdelaine, Cyril Cappi +4
In this paper, we address the problem of dataset quality in the context of Machine Learning (ML)-based critical systems. We briefly analyse the applicability of some existing stand…