Aparna Hegde
6 papers · 2022–2025 · 2 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Silver
🗺️
Taxonomy Completionist
(14)
🌈
Renaissance Researcher
(5)
Top co-authors
Research topics
Machine Learning
(6)
Healthcare & Medicine
(5)
Clinical
(5)
Learning Types
(5)
Artificial Intelligence
(4)
Mathematics & Optimization
(4)
Core AI
(4)
Optimization
(4)
Optimization & Theory
(3)
Data Science & Analytics
(1)
Reinforcement Learning
(1)
Application Areas
(1)
Applications
(1)
Learning Paradigms
(1)
Methods
(1)
Keywords
maternal health
(6)
restless multi-armed bandit
(4)
mobile health
(2)
sequential decision making
(1)
responsible ai
(1)
resource allocation
(1)
minimax regret
(1)
multi-armed bandit
(1)
whittle index
(1)
bandit algorithm
(1)
transition dynamics
(1)
decision-focused learning
(1)
clustering method
(1)
predictive model
(1)
public health
(1)
double oracle
(1)
healthcare intervention
(1)
intervention optimization
(1)
restless bandit
(1)
beneficiary outreach
(1)
Papers
Learning to Call: A Field Trial of a Collaborative Bandit Algorithm for Optimizing Call Timing in Mobile Maternal Health
MLHC 2025
Improving Health Information Access in the World’s Largest Maternal Mobile Health Program via Bandit Algorithms
AAAI 2024
Increasing Impact of Mobile Health Programs: SAHELI for Maternal and Child Care
AAAI 2023
Robust Planning over Restless Groups: Engagement Interventions for a Large-Scale Maternal Telehealth Program
AAAI 2023
Scalable Decision-Focused Learning in Restless Multi-Armed Bandits with Application to Maternal and Child Health
AAAI 2023
Field Study in Deploying Restless Multi-Armed Bandits: Assisting Non-profits in Improving Maternal and Child Health
AAAI 2022