Aparna Taneja
19 papers · 2013–2025 · 7 conferences · across top CS/AI conferences
Achievements
Jump to papers ↓+10 more ↓ Show less ↑
π Interdisciplinary Bridge π Renaissance Researcher (6) π Academic Marathon (12) π Conference Polyglot (7) πΊοΈ Taxonomy Completionist (33)
πΊοΈ
Taxonomy Completionist
(33)
π§
Keyword Pioneer
π£
Hot Topic Early Bird
π
Keyword Champion
(5)
π€
Dynamic Duo
(18)
π
Century Club
(19)
β‘
Prolific Year
(7)
ποΈ
Keyword Collector
(87)
π
Trend Setter
π
Conference Pioneer
Conferences
AAAI (11)
IJCAI (3)
CVPR (1)
ICML (1)
MLHC (1)
NIPS (1)
UAI (1)
Top co-authors
Keywords
restless multi-armed bandit
(10)
resource allocation
(7)
maternal health
(5)
public health
(3)
whittle index
(2)
restless multi-arm bandit
(2)
sequential decision-making
(2)
causal inference
(2)
restless bandit
(2)
healthcare intervention
(2)
mobile health
(2)
change detection
(1)
policy evaluation
(1)
feature selection
(1)
computer vision
(1)
transfer learning
(1)
robust optimization
(1)
3d reconstruction
(1)
bayesian learning
(1)
statistical evaluation
(1)
Papers
The Bandit Whisperer: Communication Learning for Restless Bandits
AAAI 2025
Learning to Call: A Field Trial of a Collaborative Bandit Algorithm for Optimizing Call Timing in Mobile Maternal Health
MLHC 2025
Context in Public Health for Underserved Communities: A Bayesian Approach to Online Restless Bandits
AAAI 2025
Evaluating Index-based Treatment Allocation in Underresourced Communities
AAAI 2025
Group Fairness in Predict-Then-Optimize Settings for Restless Bandits
UAI 2024
Improving Health Information Access in the Worldβs Largest Maternal Mobile Health Program via Bandit Algorithms
AAAI 2024
Towards a Pretrained Model for Restless Bandits via Multi-arm Generalization
IJCAI 2024
A Decision-Language Model (DLM) for Dynamic Restless Multi-Armed Bandit Tasks in Public Health
NIPS 2024
Increasing Impact of Mobile Health Programs: SAHELI for Maternal and Child Care
AAAI 2023
Flexible Budgets in Restless Bandits: A Primal-Dual Algorithm for Efficient Budget Allocation
AAAI 2023
Optimistic Whittle Index Policy: Online Learning for Restless Bandits
AAAI 2023
Improved Policy Evaluation for Randomized Trials of Algorithmic Resource Allocation
ICML 2023
Limited Resource Allocation in a Non-Markovian World: The Case of Maternal and Child Healthcare
IJCAI 2023
Scalable Decision-Focused Learning in Restless Multi-Armed Bandits with Application to Maternal and Child Health
AAAI 2023
Robust Planning over Restless Groups: Engagement Interventions for a Large-Scale Maternal Telehealth Program
AAAI 2023
Facilitating Human-Wildlife Cohabitation through Conflict Prediction
AAAI 2022
Field Study in Deploying Restless Multi-Armed Bandits: Assisting Non-profits in Improving Maternal and Child Health
AAAI 2022
ADVISER: AI-Driven Vaccination Intervention Optimiser for Increasing Vaccine Uptake in Nigeria
IJCAI 2022
City-Scale Change Detection in Cadastral 3D Models Using Images
CVPR 2013