Nicolas Chatzikiriakos

According to our database, Nicolas Chatzikiriakos authored at least 5 papers between 2024 and 2025.

Collaborative distances:

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

2025

High Effort, Low Gain: Fundamental Limits of Active Learning for Linear Dynamical Systems.

Nicolas Chatzikiriakos, Kevin Jamieson, Andrea Iannelli

CoRR, September, 2025

Hidden Convexity in Active Learning: A Convexified Online Input Design for ARX Systems.

Nicolas Chatzikiriakos, Bowen Song, Philipp Rank, Andrea Iannelli

CoRR, September, 2025

2024

Sample Complexity Bounds for Linear System Identification From a Finite Set.

Nicolas Chatzikiriakos, Andrea Iannelli

IEEE Control. Syst. Lett., 2024

End-to-end guarantees for indirect data-driven control of bilinear systems with finite stochastic data.

Nicolas Chatzikiriakos, Robin Strässer, Frank Allgöwer, Andrea Iannelli

CoRR, 2024

Learning soft constrained MPC value functions: Efficient MPC design and implementation providing stability and safety guarantees.

Nicolas Chatzikiriakos, Kim Peter Wabersich, Felix Berkel, Patricia Pauli, Andrea Iannelli

Proceedings of the 6th Annual Learning for Dynamics & Control Conference, 2024