Brian M Cho
3 papers · 2024–2025 · 2 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Silver
Venues
Top co-authors
Research topics
Keywords
regret minimization
(1)
reproducing kernel hilbert space
(1)
multi-armed bandit
(1)
data stream
(1)
pure exploration
(1)
type i error
(1)
sequential test
(1)
nonparametric estimator
(1)
good arm identification
(1)
anytime-valid sequential test
(1)
kernel debiased plug-in estimation
(1)
plug-in bias
(1)
regularized likelihood maximization
(1)
targeted maximum likelihood estimation
(1)
betting scheme
(1)
composite hypotheses
(1)
mean
(1)
Papers
Reward Maximization for Pure Exploration: Minimax Optimal Good Arm Identification for Nonparametric Multi-Armed Bandits
AISTATS 2025
Kernel Debiased Plug-in Estimation: Simultaneous, Automated Debiasing without Influence Functions for Many Target Parameters
ICML 2024
Peeking with PEAK: Sequential, Nonparametric Composite Hypothesis Tests for Means of Multiple Data Streams
ICML 2024