1 code implementation • 15 Nov 2021 • Saswati Ray, Sana Lakdawala, Mononito Goswami, Chufan Gao
In this work, we propose GLUE (Graph Deviation Network with Local Uncertainty Estimation), building on the recently proposed Graph Deviation Network (GDN).
no code implementations • 29 Sep 2021 • Mononito Goswami, Chufan Gao, Benedikt Boecking, Saswati Ray, Artur Dubrawski
In domains such as clinical research, where data collection and its careful characterization is particularly expensive and tedious, this reliance on pointillisticaly labeled data is one of the biggest roadblocks to the adoption of modern data-hungry ML algorithms.