Paul Scharnhorst

According to our database, Paul Scharnhorst authored at least 5 papers between 2021 and 2023.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2023

Robust Uncertainty Bounds in Reproducing Kernel Hilbert Spaces: A Convex Optimization Approach.

Paul Scharnhorst, Emilio Tanowe Maddalena, Yuning Jiang, Colin N. Jones

IEEE Trans. Autom. Control., May, 2023

Risk-aware Scheduling and Dispatch of Flexibility Events in Buildings.

Paul Scharnhorst, Baptiste Schubnel, Rafael E. Carrillo, Pierre-Jean Alet, Colin N. Jones

CoRR, 2023

Uncertainty-aware Flexibility Envelope Prediction in Buildings with Controller-agnostic Battery Models.

Paul Scharnhorst, Baptiste Schubnel, Rafael E. Carrillo, Pierre-Jean Alet, Colin N. Jones

Proceedings of the American Control Conference, 2023

2021

Deterministic error bounds for kernel-based learning techniques under bounded noise.

Emilio Tanowe Maddalena, Paul Scharnhorst, Colin N. Jones

Autom., 2021

KPC: Learning-Based Model Predictive Control with Deterministic Guarantees.

Emilio Tanowe Maddalena, Paul Scharnhorst, Yuning Jiang, Colin N. Jones

Proceedings of the 3rd Annual Conference on Learning for Dynamics and Control, 2021