Shresth Verma
11 papers · 2020–2026 · 4 venues · across top CS/AI venues
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Achievements
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🗺️ Taxonomy Completionist (22) 🏃 Academic Marathon · Sprint 🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Silver 🧬 Topic Evolution
🤝
Dynamic Duo
(10)
🗃️
Keyword Collector
(58)
🔥
Unstoppable · Bronze
💎
Century Club · Bronze
Top co-authors
Research topics
Machine Learning
(9)
Artificial Intelligence
(8)
Core AI
(8)
Learning Types
(7)
Healthcare & Medicine
(6)
Clinical
(6)
Mathematics & Optimization
(4)
Optimization
(4)
Reinforcement Learning
(3)
Methods
(3)
Optimization & Theory
(3)
Application Areas
(2)
Learning Paradigms
(2)
Deep Learning
(1)
Core Methods
(1)
Keywords
restless multi-armed bandit
(6)
maternal health
(5)
resource allocation
(3)
multi-armed bandit
(2)
healthcare intervention
(2)
decision-focused learning
(2)
public health
(2)
mobile health
(2)
restless bandit
(2)
responsible ai
(1)
distributionally robust optimization
(1)
reward function
(1)
preference modeling
(1)
minimax regret
(1)
direct preference optimization
(1)
robust planning
(1)
group fairness
(1)
time series forecasting
(1)
sequential decision making
(1)
whittle index
(1)
Papers
Preference Robustness for DPO with Applications to Public Health
AAAI 2026
Navigating the Social Welfare Frontier: Portfolios for Multi-objective Reinforcement Learning
ICML 2025
PRIORITY2REWARD: Incorporating Healthworker Preferences for Resource Allocation Planning
AAAI 2025
Group Fairness in Predict-Then-Optimize Settings for Restless Bandits
UAI 2024
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
Limited Resource Allocation in a Non-Markovian World: The Case of Maternal and Child Healthcare
IJCAI 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
Emergence of Writing Systems through Multi-Agent Cooperation (Student Abstract)
AAAI 2020