Jayakrishnan Nair
3 papers · 2019–2025 · 3 venues · across top CS/AI venues
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Achievements
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Conference Polyglot Β· Bronze
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Academic Marathon Β· Sprint
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Interdisciplinary Bridge Β· Bronze
πΊοΈ
Taxonomy Completionist
(10)
π£
Hot Topic Early Bird
Venues
Top co-authors
Research topics
Keywords
multi-armed bandit
(3)
sample complexity
(1)
regret minimization
(1)
asymptotic analysis
(1)
best arm identification
(1)
asymptotic optimality
(1)
heavy-tailed distribution
(1)
confidence interval
(1)
conditional value at risk
(1)
statistical robustness
(1)
optimal arm identification
(1)
fixed confidence
(1)
learning theory
(1)
unbounded reward
(1)
Papers
On the Asymptotic Optimality of Confidence Interval Based Algorithms for Fixed Confidence MABs
AAAI 2025
Bandit algorithms: Letting go of logarithmic regret for statistical robustness
AISTATS 2021
Distribution oblivious, risk-aware algorithms for multi-armed bandits with unbounded rewards
NeurIPS 2019