Vishakha Patil
5 papers · 2020–2023 · 5 conferences · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge π Conference Polyglot (5) π£ Hot Topic Early Bird π Cross-Pollinator (9) πΊοΈ Taxonomy Completionist (13)
π§
Keyword Pioneer
Conferences
AAAI (1)
AISTATS (1)
IJCAI (1)
JMLR (1)
NIPS (1)
Top co-authors
Keywords
multi-armed bandit
(5)
fairness constraint
(2)
regret minimization
(2)
stochastic optimization
(2)
exploration exploitation
(1)
stochastic process
(1)
ucb algorithm
(1)
cumulative regret
(1)
upper confidence bound
(1)
regret bound
(1)
learning algorithm
(1)
cumulative reward
(1)
competitive ratio
(1)
causal graph
(1)
best-arm identification
(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
Multi-Armed Bandits with Bounded Arm-Memory: Near-Optimal Guarantees for Best-Arm Identification and Regret Minimization
NIPS 2021
Budgeted and Non-Budgeted Causal Bandits
AISTATS 2021
Achieving Fairness in the Stochastic Multi-Armed Bandit Problem
JMLR 2021
Achieving Fairness in the Stochastic Multi-Armed Bandit Problem
AAAI 2020