1 citations · 2 across the 2 of their papers we have counts for
3 papers
math.OC2022★ 1 cited
Personalized Dose Guidance using Safe Bayesian Optimization
Dinesh Krishnamoorthy, Francis J. Doyle
This work considers the problem of personalized dose guidance using Bayesian optimization that learns the optimum drug dose tailored to each individual, thus improving therapeutic…
math.OC2022★ 1 cited
Safe Bayesian Optimization using Interior-Point Methods -- Applied to Personalized Insulin Dose Guidance
Dinesh Krishnamoorthy, Francis J. Doyle
This paper considers the problem of Bayesian optimization for systems with safety-critical constraints, where both the objective function and the constraints are unknown, but can b…
math.OC2021
On the Design and Analysis of Multivariable Extremum Seeking Control using Fast Fourier Transform
Dinesh Krishnamoorthy
This paper proposes a multivariable extremum seeking scheme using Fast Fourier Transform (FFT) for a network of subsystems working towards optimizing the sum of their local objecti…