Spencer Hutchinson

According to our database, Spencer Hutchinson authored at least 14 papers between 2022 and 2025.

Collaborative distances:

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

2025

The Safety-Privacy Tradeoff in Linear Bandits.

Arghavan Zibaie, Spencer Hutchinson, Ramtin Pedarsani, Mahnoosh Alizadeh

CoRR, April, 2025

A Safe First-Order Method for Pricing-Based Resource Allocation in Safety-Critical Networks.

Berkay Turan, Spencer Hutchinson, Mahnoosh Alizadeh

IEEE Trans. Control. Netw. Syst., March, 2025

Constrained Online Convex Optimization with Polyak Feasibility Steps.

Spencer Hutchinson, Mahnoosh Alizadeh

CoRR, February, 2025

Online Nonstochastic Control with Convex Safety Constraints.

Nanfei Jiang, Spencer Hutchinson, Mahnoosh Alizadeh

Proceedings of the 2025 American Control Conference, 2025

Optimistic Safety for Online Convex Optimization with Unknown Linear Constraints.

Spencer Hutchinson, Tianyi Chen, Mahnoosh Alizadeh

Proceedings of the International Conference on Artificial Intelligence and Statistics, 2025

2024

Safe Pricing Mechanisms for Distributed Resource Allocation With Bandit Feedback.

Spencer Hutchinson, Berkay Turan, Mahnoosh Alizadeh

IEEE Trans. Control. Netw. Syst., December, 2024

Optimistic Safety for Linearly-Constrained Online Convex Optimization.

Spencer Hutchinson, Tianyi Chen, Mahnoosh Alizadeh

CoRR, 2024

Safe dynamic pricing for nonstationary network resource allocation.

Berkay Turan, Spencer Hutchinson, Mahnoosh Alizadeh

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

Safe online convex optimization with multi-point feedback.

Spencer Hutchinson, Mahnoosh Alizadeh

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

Safe Online Convex Optimization with First-Order Feedback.

Spencer Hutchinson, Mahnoosh Alizadeh

Proceedings of the American Control Conference, 2024

Directional Optimism for Safe Linear Bandits.

Spencer Hutchinson, Berkay Turan, Mahnoosh Alizadeh

Proceedings of the International Conference on Artificial Intelligence and Statistics, 2024

2023

Exploiting Problem Geometry in Safe Linear Bandits.

Spencer Hutchinson, Berkay Turan, Mahnoosh Alizadeh

CoRR, 2023

The Impact of the Geometric Properties of the Constraint Set in Safe Optimization with Bandit Feedback.

Spencer Hutchinson, Berkay Turan, Mahnoosh Alizadeh

Proceedings of the Learning for Dynamics and Control Conference, 2023

2022

A Safe Pricing Mechanism for Distributed Resource Allocation with Bandit Feedback.

Spencer Hutchinson, Berkay Turan, Mahnoosh Alizadeh

Proceedings of the 61st IEEE Conference on Decision and Control, 2022