12 citations · 21 across the 2 of their papers we have counts for
2 papers
cs.LG2020★ 9 cited
A Stable High-order Tuner for General Convex Functions
José M. Moreu, Anuradha M. Annaswamy
Iterative gradient-based algorithms have been increasingly applied for the training of a broad variety of machine learning models including large neural-nets. In particular, moment…
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…