Spencer Hutchinson

Publication Activity (10 Years)

Years Active: 2022-2024
Publications (10 Years): 11

Top Topics

Bandit Problems

Online Learning

Resource Allocation

Geometric Properties

Top Venues

Publications

Berkay Turan, Spencer Hutchinson, Mahnoosh Alizadeh
Safe dynamic pricing for nonstationary network resource allocation. L4DC (2024)
Spencer Hutchinson, Tianyi Chen, Mahnoosh Alizadeh
Optimistic Safety for Linearly-Constrained Online Convex Optimization. CoRR (2024)
Spencer Hutchinson, Mahnoosh Alizadeh
Safe Online Convex Optimization with Multi-Point Feedback. CoRR (2024)
Spencer Hutchinson, Berkay Turan, Mahnoosh Alizadeh
Directional Optimism for Safe Linear Bandits. AISTATS (2024)
Spencer Hutchinson, Mahnoosh Alizadeh
Safe online convex optimization with multi-point feedback. L4DC (2024)
Spencer Hutchinson, Berkay Turan, Mahnoosh Alizadeh
Exploiting Problem Geometry in Safe Linear Bandits. CoRR (2023)
Berkay Turan, Spencer Hutchinson, Mahnoosh Alizadeh
A Safe First-Order Method for Pricing-Based Resource Allocation in Safety-Critical Networks. CoRR (2023)
Spencer Hutchinson, Berkay Turan, Mahnoosh Alizadeh
Safe Pricing Mechanisms for Distributed Resource Allocation with Bandit Feedback. CoRR (2023)
Spencer Hutchinson, Berkay Turan, Mahnoosh Alizadeh
The Impact of the Geometric Properties of the Constraint Set in Safe Optimization with Bandit Feedback. L4DC (2023)
Spencer Hutchinson, Berkay Turan, Mahnoosh Alizadeh
The Impact of the Geometric Properties of the Constraint Set in Safe Optimization with Bandit Feedback. CoRR (2023)
Spencer Hutchinson, Berkay Turan, Mahnoosh Alizadeh
A Safe Pricing Mechanism for Distributed Resource Allocation with Bandit Feedback. CDC (2022)