Spencer Hutchinson
6 papers · 2023–2025 · 3 conferences · across top CS/AI conferences
Achievements
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🌉
Interdisciplinary Bridge
🧭
Keyword Pioneer
🌍
Conference Polyglot
(3)
🐝
Cross-Pollinator
(7)
Conferences
L4DC (3)
AISTATS (2)
ICML (1)
Top co-authors
Keywords
regret bound
(2)
sublinear regret
(2)
regret minimization
(1)
bandit feedback
(1)
zero-order optimization
(1)
multi-armed bandit
(1)
linear bandit
(1)
stochastic bandit
(1)
safe optimization
(1)
geometric constraint
(1)
distributed system
(1)
convex constraint
(1)
constraint violation
(1)
dynamic pricing
(1)
safe linear bandit
(1)
directional optimism
(1)
non-stationary optimization
(1)
safe exploration
(1)
network resource allocation
(1)
safe online convex optimization
(1)
Papers
Optimistic Safety for Online Convex Optimization with Unknown Linear Constraints
AISTATS 2025
Constrained Online Convex Optimization with Polyak Feasibility Steps
ICML 2025
Directional Optimism for Safe Linear Bandits
AISTATS 2024
Safe dynamic pricing for nonstationary network resource allocation
L4DC 2024
Safe online convex optimization with multi-point feedback
L4DC 2024
The Impact of the Geometric Properties of the Constraint Set in Safe Optimization with Bandit Feedback
L4DC 2023