Hutchinson, Spencer

6 publications

ICML 2025 Constrained Online Convex Optimization with Polyak Feasibility Steps Spencer Hutchinson, Mahnoosh Alizadeh

AISTATS 2025 Optimistic Safety for Online Convex Optimization with Unknown Linear Constraints Spencer Hutchinson, Tianyi Chen, Mahnoosh Alizadeh

AISTATS 2024 Directional Optimism for Safe Linear Bandits Spencer Hutchinson, Berkay Turan, Mahnoosh Alizadeh

L4DC 2024 Safe Dynamic Pricing for Nonstationary Network Resource Allocation Berkay Turan, Spencer Hutchinson, Mahnoosh Alizadeh

L4DC 2024 Safe Online Convex Optimization with Multi-Point Feedback Spencer Hutchinson, Mahnoosh Alizadeh

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