3 citations · 3 across the 1 of their papers we have counts for
2 papers
cs.LG2021
Eliminating Multicollinearity Issues in Neural Network Ensembles: Incremental, Negatively Correlated, Optimal Convex Blending
Pola Lydia Lagari, Lefteri H. Tsoukalas, Salar Safarkhani +1
Given a {features, target} dataset, we introduce an incremental algorithm that constructs an aggregate regressor, using an ensemble of neural networks. It is well known that ensemb…
cs.MA2019★ 3 cited
A Principal-Agent Model of Systems Engineering Processes with Application to Satellite Design
Salar Safarkhani, Vikranth Reddy Kattakuri, Ilias Bilionis +1
We present a principal-agent model of a one-shot, shallow, systems engineering process. The process is one-shot in the sense that decisions are made during one time step and that t…