Shubhada Agrawal
7 papers · 2020–2026 · 4 conferences · across top CS/AI conferences
Achievements
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🌉
Interdisciplinary Bridge
🌍
Conference Polyglot
(4)
🐝
Cross-Pollinator
(10)
🗺️
Taxonomy Completionist
(14)
🧭
Keyword Pioneer
Conferences
ALT (3)
NIPS (2)
COLT (1)
ICML (1)
Top co-authors
Keywords
multi-armed bandit
(4)
heavy-tailed distribution
(3)
stochastic optimization
(3)
regret bound
(2)
sample complexity
(2)
concentration inequality
(2)
online algorithm
(1)
optimization algorithm
(1)
conditional value-at-risk
(1)
fluid dynamics
(1)
information-theoretic bound
(1)
best-arm identification
(1)
robust algorithm
(1)
sub-gaussian mixture
(1)
tail-risk measure
(1)
game-theoretic statistics
(1)
best-arm selection
(1)
delta-correct algorithm
(1)
arm distribution
(1)
law of the iterated logarithm
(1)
Papers
Eventually LIL Regret: Almost Sure $\ln\ln T$ Regret for a sub-Gaussian Mixture on Unbounded Data
ALT 2026
Optimal Top-Two Method for Best Arm Identification and Fluid Analysis
NIPS 2024
CRIMED: Lower and Upper Bounds on Regret for Bandits with Unbounded Stochastic Corruption
ALT 2024
Policy Evaluation for Variance in Average Reward Reinforcement Learning
ICML 2024
Regret Minimization in Heavy-Tailed Bandits
COLT 2021
Optimal Best-Arm Identification Methods for Tail-Risk Measures
NIPS 2021
Optimal $δ$-Correct Best-Arm Selection for Heavy-Tailed Distributions
ALT 2020