Steven Adams

According to our database, Steven Adams authored at least 10 papers between 1998 and 2026.

Collaborative distances:

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

2026

Efficient Distribution Learning with Error Bounds in Wasserstein Distance.

Eduardo Figueiredo, Steven Adams, Luca Laurenti

CoRR, February, 2026

Finite Neural Networks as Mixtures of Gaussian Processes: From Provable Error Bounds to Prior Selection.

Steven Adams, Andrea Patanè, Morteza Lahijanian, Luca Laurenti

J. Mach. Learn. Res., 2026

2025

discretize_distributions: Efficient Quantization of Gaussian Mixtures with Guarantees in Wasserstein Distance.

Steven Adams, Elize Alwash, Luca Laurenti

CoRR, November, 2025

Efficient Uncertainty Propagation with Guarantees in Wasserstein Distance.

Eduardo Figueiredo, Steven Adams, Peyman Mohajerin Esfahani, Luca Laurenti

CoRR, June, 2025

Formal Uncertainty Propagation for Stochastic Dynamical Systems with Additive Noise.

Steven Adams, Eduardo Figueiredo, Luca Laurenti

Proceedings of the 64th IEEE Conference on Decision and Control, 2025

2023

CANE: A Cascade Control Approach for Network-Assisted Video QoE Management.

Mehdi Hosseinzadeh, Karthick Shankar, Maria Apostolaki, Jay Ramachandran, Steven Adams, Vyas Sekar, Bruno Sinopoli

IEEE Trans. Control. Syst. Technol., November, 2023

A self-guided approach for navigation in a minimalistic foraging robotic swarm.

Steven Adams, Daniel Jarne Ornia, Manuel Mazo

Auton. Robots, October, 2023

BNN-DP: Robustness Certification of Bayesian Neural Networks via Dynamic Programming.

Steven Adams, Andrea Patane, Morteza Lahijanian, Luca Laurenti

Proceedings of the International Conference on Machine Learning, 2023

2022

Formal Control Synthesis for Stochastic Neural Network Dynamic Models.

Steven Adams, Morteza Lahijanian, Luca Laurenti

IEEE Control. Syst. Lett., 2022

1998

The Design of the Client User Interface for a Meta Object-Oriented CASE Tool.

Chris Phillips, Steven Adams, David Page, Daniela Mehandjiska

Proceedings of the TOOLS 1998: 28th International Conference on Technology of Object-Oriented Languages and Systems, 1998