Spencer Hutchinson
6 papers
· 2023–2025
· 3 conferences
· across top CS/AI conferences
Achievements
🌉
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
Directional Optimism for Safe Linear Bandits
AISTATS 2024