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Journal Articles
- 2023
[j1]Hesameddin Mohammadi
, Samantha Samuelson, Mihailo R. Jovanovic:
Transient Growth of Accelerated Optimization Algorithms. IEEE Trans. Autom. Control. 68(3): 1823-1830 (2023)
Conference and Workshop Papers
- 2024
- [c7]Samantha Samuelson, Mihailo R. Jovanovic:
Tradeoffs Between Convergence Speed and Noise Amplification in First-Order Optimization: The Role of Averaging. ACC 2024: 650-655 - 2023
- [c6]Samantha Samuelson, Hesameddin Mohammadi, Mihailo R. Jovanovic:
Performance of noisy higher-order accelerated gradient flow dynamics for strongly convex quadratic optimization problems. ACC 2023: 3939-3844 - [c5]Samantha Samuelson, Hesameddin Mohammadi, Mihailo R. Jovanovic:
Performance of Noisy Three-Step Accelerated First-Order Optimization Algorithms for Strongly Convex Quadratic Problems. CDC 2023: 1300-1305 - 2020
- [c4]Samantha Samuelson, Hesameddin Mohammadi, Mihailo R. Jovanovic:
Transient growth of accelerated first-order methods. ACC 2020: 2858-2863 - [c3]Samantha Samuelson, Hesameddin Mohammadi, Mihailo R. Jovanovic:
On the transient growth of Nesterov's accelerated method for strongly convex optimization problems. CDC 2020: 5911-5916 - 2018
- [c2]Samantha Samuelson, Insoon Yang:
Safety-Aware Optimal Control of Stochastic Systems Using Conditional Value-at-Risk. ACC 2018: 6285-6290 - 2017
- [c1]Samantha Samuelson, Insoon Yang:
Data-driven distributionally robust control of energy storage to manage wind power fluctuations. CCTA 2017: 199-204
Informal and Other Publications
- 2021
- [i2]Hesameddin Mohammadi, Samantha Samuelson, Mihailo R. Jovanovic:
Transient growth of accelerated first-order methods for strongly convex optimization problems. CoRR abs/2103.08017 (2021) - 2018
- [i1]Samantha Samuelson, Insoon Yang:
Safety-Aware Optimal Control of Stochastic Systems Using Conditional Value-at-Risk. CoRR abs/1802.07903 (2018)
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