37 citations · 73 across the 6 of their papers we have counts for
3 papers · 1 filter
Why Interpretability in Machine Learning? An Answer Using Distributed Detection and Data Fusion Theory
Kush R. Varshney, Prashant Khanduri, Pranay Sharma +2
As artificial intelligence is increasingly affecting all parts of society and life, there is growing recognition that human interpretability of machine learning models is important…
Optimal Sensor Collaboration for Parameter Tracking Using Energy Harvesting Sensors
Shan Zhang, Sijia Liu, Vinod Sharma +1
In this paper, we design an optimal sensor collaboration strategy among neighboring nodes while tracking a time-varying parameter using wireless sensor networks in the presence of…
Fusion of Correlated Decisions Using Regular Vine Copulas
Shan Zhang, Lakshmi Narasimhan Theagarajan, Sora Choi +1
In this paper, we propose a regular vine copula based methodology for the fusion of correlated decisions. Regular vine copula is an extremely flexible and powerful graphical model…