Vishakha Patil
5 papers · 2020–2023 · 5 venues · across top CS/AI venues
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Achievements
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Conference Polyglot ยท Silver
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Interdisciplinary Bridge ยท Bronze
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Taxonomy Completionist
(12)
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Hot Topic Early Bird
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Research topics
Keywords
multi-armed bandit
(5)
regret minimization
(2)
fairness constraint
(2)
stochastic optimization
(2)
exploration exploitation
(1)
stochastic process
(1)
ucb algorithm
(1)
best arm identification
(1)
cumulative regret
(1)
upper confidence bound
(1)
regret bound
(1)
learning algorithm
(1)
cumulative reward
(1)
competitive ratio
(1)
causal graph
(1)
simple regret
(1)
bounded memory
(1)
disparity mitigation
(1)
improving bandit
(1)
causal inference
(1)
Papers
Mitigating Disparity while Maximizing Reward: Tight Anytime Guarantee for Improving Bandits
IJCAI 2023
Achieving Fairness in the Stochastic Multi-Armed Bandit Problem
JMLR 2021
Budgeted and Non-Budgeted Causal Bandits
AISTATS 2021
Multi-Armed Bandits with Bounded Arm-Memory: Near-Optimal Guarantees for Best-Arm Identification and Regret Minimization
NeurIPS 2021
Achieving Fairness in the Stochastic Multi-Armed Bandit Problem
AAAI 2020