Sandeep Juneja
5 papers · 2019–2024 · 4 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
🏃
Academic Marathon · Sprint
🌉
Interdisciplinary Bridge · Bronze
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Taxonomy Completionist
(13)
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Hot Topic Early Bird
Venues
Top co-authors
Research topics
Keywords
multi-armed bandit
(4)
sample complexity
(4)
best arm identification
(3)
heavy-tailed distribution
(2)
online algorithm
(1)
optimization algorithm
(1)
fluid dynamics
(1)
pure exploration
(1)
information-theoretic bound
(1)
conditional value at risk
(1)
rare event
(1)
compound poisson process
(1)
partition identification
(1)
tail-risk measure
(1)
best-arm selection
(1)
delta-correct algorithm
(1)
stochastic optimization
(1)
arm distribution
(1)
risk management
(1)
exponential family
(1)
Papers
Optimal Top-Two Method for Best Arm Identification and Fluid Analysis
NeurIPS 2024
Best arm identification in rare events
UAI 2023
Optimal Best-Arm Identification Methods for Tail-Risk Measures
NeurIPS 2021
Optimal $δ$-Correct Best-Arm Selection for Heavy-Tailed Distributions
ALT 2020
Sample complexity of partition identification using multi-armed bandits
COLT 2019