Shresth Verma
11 papers · 2020–2026 · 4 conferences · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge π Academic Marathon (5) π Conference Polyglot (4) π Renaissance Researcher (6) πΊοΈ Taxonomy Completionist (19)
πΊοΈ
Taxonomy Completionist
(19)
π§
Keyword Pioneer
π§¬
Topic Evolution
π€
Dynamic Duo
(10)
π₯
Unstoppable
(5)
ποΈ
Keyword Collector
(50)
π
Century Club
(10)
Conferences
AAAI (8)
ICML (1)
IJCAI (1)
UAI (1)
Top co-authors
Keywords
restless multi-armed bandit
(6)
maternal health
(5)
resource allocation
(3)
mobile health
(2)
healthcare intervention
(2)
multi-armed bandit
(2)
public health
(2)
responsible ai
(1)
direct preference optimization
(1)
sequential decision-making
(1)
minimax regret
(1)
sequential resource allocation
(1)
preference modeling
(1)
distributionally robust optimization
(1)
game theory
(1)
language model fine-tuning
(1)
time-series forecasting
(1)
reward function
(1)
decision-focused learning
(1)
transition dynamics
(1)
Papers
Preference Robustness for DPO with Applications to Public Health
AAAI 2026
PRIORITY2REWARD: Incorporating Healthworker Preferences for Resource Allocation Planning
AAAI 2025
Navigating the Social Welfare Frontier: Portfolios for Multi-objective Reinforcement Learning
ICML 2025
Improving Health Information Access in the Worldβs Largest Maternal Mobile Health Program via Bandit Algorithms
AAAI 2024
Group Fairness in Predict-Then-Optimize Settings for Restless Bandits
UAI 2024
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
Limited Resource Allocation in a Non-Markovian World: The Case of Maternal and Child Healthcare
IJCAI 2023
Increasing Impact of Mobile Health Programs: SAHELI for Maternal and Child Care
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