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math.OC2020
One-Step Estimation With Scaled Proximal Methods
Robert Bassett, Julio Deride
We study statistical estimators computed using iterative optimization methods that are not run until completion. Classical results on maximum likelihood estimators (MLEs) assert th…
math.OC2016
Log-Concave Duality in Estimation and Control
Robert Bassett, Michael Casey, Roger J-B Wets
In this paper we generalize the estimation-control duality that exists in the linear-quadratic-Gaussian setting. We extend this duality to maximum a posteriori estimation of the sy…