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2020 – today
- 2023
[j2]Paul Scharnhorst
, Emilio Tanowe Maddalena, Yuning Jiang, Colin N. Jones:
Robust Uncertainty Bounds in Reproducing Kernel Hilbert Spaces: A Convex Optimization Approach. IEEE Trans. Autom. Control. 68(5): 2848-2861 (2023)- [c2]Paul Scharnhorst, Baptiste Schubnel, Rafael E. Carrillo, Pierre-Jean Alet, Colin N. Jones:
Uncertainty-aware Flexibility Envelope Prediction in Buildings with Controller-agnostic Battery Models. ACC 2023: 583-590 - [i5]Paul Scharnhorst, Baptiste Schubnel, Rafael E. Carrillo, Pierre-Jean Alet, Colin N. Jones:
Risk-aware Scheduling and Dispatch of Flexibility Events in Buildings. CoRR abs/2311.05402 (2023) - 2022
- [i4]Paul Scharnhorst, Baptiste Schubnel, Rafael E. Carrillo, Pierre-Jean Alet, Colin N. Jones:
Uncertainty-aware Flexibility Envelope Prediction in Buildings with Controller-agnostic Battery Models. CoRR abs/2210.03604 (2022) - 2021
- [j1]Emilio Tanowe Maddalena, Paul Scharnhorst, Colin N. Jones:
Deterministic error bounds for kernel-based learning techniques under bounded noise. Autom. 134: 109896 (2021) - [c1]Emilio Tanowe Maddalena, Paul Scharnhorst, Yuning Jiang, Colin N. Jones:
KPC: Learning-Based Model Predictive Control with Deterministic Guarantees. L4DC 2021: 1015-1026 - [i3]Paul Scharnhorst, Emilio Tanowe Maddalena, Yuning Jiang, Colin N. Jones:
Robust Uncertainty Bounds in Reproducing Kernel Hilbert Spaces: A Convex Optimization Approach. CoRR abs/2104.09582 (2021) - 2020
- [i2]Emilio Tanowe Maddalena, Paul Scharnhorst, Colin N. Jones:
Deterministic error bounds for kernel-based learning techniques under bounded noise. CoRR abs/2008.04005 (2020) - [i1]Emilio Tanowe Maddalena, Paul Scharnhorst, Yuning Jiang, Colin N. Jones:
KPC: Learning-Based Model Predictive Control with Deterministic Guarantees. CoRR abs/2011.11303 (2020)
Coauthor Index
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