55 citations · 103 across the 11 of their papers we have counts for
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eess.SY2020
Accurate Parameter Estimation for Risk-aware Autonomous Systems
Arnab Sarker, Peter Fisher, Joseph E. Gaudio +1
Analysis and synthesis of safety-critical autonomous systems are carried out using models which are often dynamic. Two central features of these dynamic systems are parameters and…
math.OC2020★ 12 cited
Accelerated Learning with Robustness to Adversarial Regressors
Joseph E. Gaudio, Anuradha M. Annaswamy, José M. Moreu +2
High order momentum-based parameter update algorithms have seen widespread applications in training machine learning models. Recently, connections with variational approaches have…