Sandeep Juneja
5 papers · 2019–2024 · 4 conferences · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge π Conference Polyglot (4) π Academic Marathon (5) π Cross-Pollinator (10) πΊοΈ Taxonomy Completionist (13)
π§
Keyword Pioneer
Conferences
NIPS (2)
ALT (1)
COLT (1)
UAI (1)
Top co-authors
Keywords
sample complexity
(4)
multi-armed bandit
(4)
heavy-tailed distribution
(2)
best arm identification
(2)
online algorithm
(1)
optimization algorithm
(1)
conditional value-at-risk
(1)
fluid dynamics
(1)
pure exploration
(1)
information-theoretic bound
(1)
best-arm identification
(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)
Papers
Optimal Top-Two Method for Best Arm Identification and Fluid Analysis
NIPS 2024
Best arm identification in rare events
UAI 2023
Optimal Best-Arm Identification Methods for Tail-Risk Measures
NIPS 2021
Optimal $Ξ΄$-Correct Best-Arm Selection for Heavy-Tailed Distributions
ALT 2020
Sample complexity of partition identification using multi-armed bandits
COLT 2019