Jackson A. Killian
5 papers · 2022–2023 · 3 venues · across top CS/AI venues
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Achievements
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Conference Polyglot ยท Bronze
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Interdisciplinary Bridge ยท Silver
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Taxonomy Completionist
(12)
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Hot Topic Early Bird
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Research topics
Keywords
restless multi-armed bandit
(4)
resource allocation
(2)
double oracle
(2)
minimax regret
(2)
healthcare intervention
(2)
robust planning
(1)
sequential decision making
(1)
multimodal learning
(1)
remote sensing
(1)
time series forecasting
(1)
primal-dual algorithm
(1)
robust policy
(1)
non-markovian dynamics
(1)
budget allocation
(1)
reward optimization
(1)
maternal health
(1)
thermal imagery
(1)
maternal telehealth
(1)
active learning
(1)
telehealth intervention
(1)
Papers
Find Rhinos without Finding Rhinos: Active Learning with Multimodal Imagery of South African Rhino Habitats
IJCAI 2023
Flexible Budgets in Restless Bandits: A Primal-Dual Algorithm for Efficient Budget Allocation
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
Restless and uncertain: Robust policies for restless bandits via deep multi-agent reinforcement learning
UAI 2022