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math.OC2019
Information Flow Optimization in Inference Networks
Aditya Deshmukh, Jing Liu, Venugopal V. Veeravalli +1
The problem of maximizing the information flow through a sensor network tasked with an inference objective at the fusion center is considered. The sensor nodes take observations, c…
cs.LG2019★ 8 cited
Attribution-driven Causal Analysis for Detection of Adversarial Examples
Susmit Jha, Sunny Raj, Steven Lawrence Fernandes +5
Attribution methods have been developed to explain the decision of a machine learning model on a given input. We use the Integrated Gradient method for finding attributions to defi…