Joon Kwon
4 papers · 2016–2021 · 3 venues · across top CS/AI venues
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Achievements
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Conference Polyglot ยท Bronze
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Academic Marathon ยท Sprint
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Interdisciplinary Bridge ยท Bronze
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Hot Topic Early Bird
Venues
Top co-authors
Research topics
Keywords
multi-armed bandit
(3)
regret minimization
(3)
online learning
(3)
blackwell approachability
(2)
sparse optimization
(1)
regret bound
(1)
partial monitoring
(1)
repeated game
(1)
arm selection
(1)
sparse reward
(1)
follow the regularized leader
(1)
vector-valued payoff
(1)
optimal regret bound
(1)
multi-criteria optimization
(1)
sparse stochastic bandit
(1)
blackwell's approachability
(1)
Papers
Refined approachability algorithms and application to regret minimization with global costs
JMLR 2021
Online Learning and Blackwell Approachability with Partial Monitoring: Optimal Convergence Rates
AISTATS 2017
Sparse Stochastic Bandits
COLT 2017
Gains and Losses are Fundamentally Different in Regret Minimization: The Sparse Case
JMLR 2016