Data-driven distributionally robust control of energy storage to manage wind power fluctuations. - Samantha Samuelson; Insoon Yang (CCTA, 2017)

Safety-Aware Optimal Control of Stochastic Systems Using Conditional Value-at-Risk. - Samantha Samuelson; Insoon Yang (ACC, 2018)

Transient growth of accelerated first-order methods. - Samantha Samuelson; Hesameddin Mohammadi; Mihailo R. Jovanovic (ACC, 2020)

On the transient growth of Nesterov's accelerated method for strongly convex optimization problems. - Samantha Samuelson; Hesameddin Mohammadi; Mihailo R. Jovanovic (CDC, 2020)

Transient growth of accelerated first-order methods for strongly convex optimization problems. - Hesameddin Mohammadi; Samantha Samuelson; Mihailo R. Jovanovic (CoRR, 2021)

Performance of noisy higher-order accelerated gradient flow dynamics for strongly convex quadratic optimization problems. - Samantha Samuelson; Hesameddin Mohammadi; Mihailo R. Jovanovic (ACC, 2023)

Performance of Noisy Three-Step Accelerated First-Order Optimization Algorithms for Strongly Convex Quadratic Problems. - Samantha Samuelson; Hesameddin Mohammadi; Mihailo R. Jovanovic (CDC, 2023)

Transient Growth of Accelerated Optimization Algorithms. - Hesameddin Mohammadi; Samantha Samuelson; Mihailo R. Jovanovic (IEEE Trans. Autom. Control., 2023)

Tradeoffs Between Convergence Speed and Noise Amplification in First-Order Optimization: The Role of Averaging. - Samantha Samuelson; Mihailo R. Jovanovic (ACC, 2024)