Publications

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E. Conference Papers
[252] K. Hendrickson, D. Hustig-Schultz, M. Hale, and R. G. Sanfelice "Exponentially Converging Distributed Gradient Descent with Intermittent Communication via Hybrid Methods", Proceedings of the 60th IEEE Conference on Decision and Control, December, 2021. PDF icon 252.pdf (966.48 KB)
[247] C. Peterson, S. Phillips, D. Hustig-Schultz, and R. G. Sanfelice "Towards Hybrid Model Predictive Control for Computationally Aware Satellite Applications", Proceedings of Workshop on Computation-Aware Algorithmic Design for Cyber-Physical Systems, CPSWeek 2021, May, 2021. PDF icon 247.pdf (344.07 KB)
[241] D. Hustig-Schultz, and R. G. Sanfelice "Uniting Nesterov’s Accelerated Gradient Descent and the Heavy Ball Method for Strongly Convex Functions with Exponential Convergence Rate", Proceedings of the American Control Conference, May, 2021. PDF icon 241.pdf (423.37 KB)
[235] D. Hustig-Schultz, and R. G. Sanfelice "A Hybrid Algorithm for Practical Nonconvex Optimization", Proceedings of the 2021 International Symposium on Mathematical Theory of Networks and Systems, August, 2021. PDF icon 235.pdf (323.15 KB)
[191] D. Hustig-Schultz, and R. G. Sanfelice "A Robust Hybrid Heavy Ball Algorithm, for Optimization with High Performance", Proceedings of the American Control Conference, pp. 151-156, July, 2019. PDF icon 191.pdf (701.96 KB)