10 citations · 10 across the 1 of their papers we have counts for
2 papers
cs.NE2020★ 10 cited
Better call Surrogates: A hybrid Evolutionary Algorithm for Hyperparameter optimization
Subhodip Biswas, Adam D Cobb, Andreea Sistrunk +2
In this paper, we propose a surrogate-assisted evolutionary algorithm (EA) for hyperparameter optimization of machine learning (ML) models. The proposed STEADE model initially esti…
cs.SI2020
On synthetic data generation for anomaly detection in complex social networks
Andreea Sistrunk, Vanessa Cedeno, Subhodip Biswas
This paper studies the feasibility of synthetic data generation for mission-critical applications. The emphasis is on synthetic data generation for anomalous detection in complex s…