A Safe Pricing Mechanism for Distributed Resource Allocation with Bandit Feedback. - Spencer Hutchinson; Berkay Turan; Mahnoosh Alizadeh (CDC, 2022)

The Impact of the Geometric Properties of the Constraint Set in Safe Optimization with Bandit Feedback. - Spencer Hutchinson; Berkay Turan; Mahnoosh Alizadeh (L4DC, 2023)

Exploiting Problem Geometry in Safe Linear Bandits. - Spencer Hutchinson; Berkay Turan; Mahnoosh Alizadeh (CoRR, 2023)

Directional Optimism for Safe Linear Bandits. - Spencer Hutchinson; Berkay Turan; Mahnoosh Alizadeh (AISTATS, 2024)

Safe Online Convex Optimization with First-Order Feedback. - Spencer Hutchinson; Mahnoosh Alizadeh (ACC, 2024)

Safe online convex optimization with multi-point feedback. - Spencer Hutchinson; Mahnoosh Alizadeh (L4DC, 2024)

Safe dynamic pricing for nonstationary network resource allocation. - Berkay Turan; Spencer Hutchinson; Mahnoosh Alizadeh (L4DC, 2024)

Optimistic Safety for Linearly-Constrained Online Convex Optimization. - Spencer Hutchinson; Tianyi Chen; Mahnoosh Alizadeh (CoRR, 2024)

Safe Pricing Mechanisms for Distributed Resource Allocation With Bandit Feedback. - Spencer Hutchinson; Berkay Turan; Mahnoosh Alizadeh (IEEE Trans. Control. Netw. Syst., 2024)

Optimistic Safety for Online Convex Optimization with Unknown Linear Constraints. - Spencer Hutchinson; Tianyi Chen; Mahnoosh Alizadeh (AISTATS, 2025)

Online Nonstochastic Control with Convex Safety Constraints. - Nanfei Jiang; Spencer Hutchinson; Mahnoosh Alizadeh (ACC, 2025)

Constrained Online Convex Optimization with Polyak Feasibility Steps. - Spencer Hutchinson; Mahnoosh Alizadeh (CoRR, 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., 2025)

The Safety-Privacy Tradeoff in Linear Bandits. - Arghavan Zibaie; Spencer Hutchinson; Ramtin Pedarsani; Mahnoosh Alizadeh (CoRR, 2025)