Jackson A. Killian

23 papers A* 7A 4C 1Journal 10Unranked 1
YearRankTypeTitle / Venue / Authors
2024 J jnl
Find Rhinos without Finding Rhinos: Active Learning with Multimodal Imagery of South African Rhino Habitats.
CoRR
Lucia Gordon, Nikhil Behari, Samuel Collier, Elizabeth Bondi-Kelly, Jackson A. Killian, Catherine Ressijac, Peter Boucher, Andrew Davies, Milind Tambe
2023 J jnl
Equitable Restless Multi-Armed Bandits: A General Framework Inspired By Digital Health.
CoRR
Jackson A. Killian, Manish Jain, Yugang Jia, Jonathan Amar, Erich Huang, Milind Tambe
2023 A conf
Fairness for Workers Who Pull the Arms: An Index Based Policy for Allocation of Restless Bandit Tasks.
AAMAS
Arpita Biswas, Jackson A. Killian, Paula Rodriguez Diaz, Susobhan Ghosh, Milind Tambe
2023 J jnl
Fairness for Workers Who Pull the Arms: An Index Based Policy for Allocation of Restless Bandit Tasks.
CoRR
Arpita Biswas, Jackson A. Killian, Paula Rodriguez Diaz, Susobhan Ghosh, Milind Tambe
2023 A* conf
Find Rhinos without Finding Rhinos: Active Learning with Multimodal Imagery of South African Rhino Habitats.
IJCAI
Lucia Gordon, Nikhil Behari, Samuel Collier, Elizabeth Bondi-Kelly, Jackson A. Killian, Catherine Ressijac, Peter Boucher, Andrew Davies, Milind Tambe
2023 A* conf
Flexible Budgets in Restless Bandits: A Primal-Dual Algorithm for Efficient Budget Allocation.
AAAI
Paula Rodriguez Diaz, Jackson A. Killian, Lily Xu, Arun Sai Suggala, Aparna Taneja, Milind Tambe
2023 A* conf
Limited Resource Allocation in a Non-Markovian World: The Case of Maternal and Child Healthcare.
IJCAI
Panayiotis Danassis, Shresth Verma, Jackson A. Killian, Aparna Taneja, Milind Tambe
2023 J jnl
Limited Resource Allocation in a Non-Markovian World: The Case of Maternal and Child Healthcare.
CoRR
Panayiotis Danassis, Shresth Verma, Jackson A. Killian, Aparna Taneja, Milind Tambe
2023 A* conf
Robust Planning over Restless Groups: Engagement Interventions for a Large-Scale Maternal Telehealth Program.
AAAI
Jackson A. Killian, Arpita Biswas, Lily Xu, Shresth Verma, Vineet Nair, Aparna Taneja, Aparna Hegde, Neha Madhiwalla, Paula Rodriguez Diaz, Sonja Johnson-Yu, Milind Tambe
2022 A conf
Networked Restless Multi-Armed Bandits for Mobile Interventions.
AAMAS
Han-Ching Ou, Christoph Siebenbrunner, Jackson A. Killian, Meredith B. Brooks, David Kempe, Yevgeniy Vorobeychik, Milind Tambe
2022 J jnl
Networked Restless Multi-Armed Bandits for Mobile Interventions.
CoRR
Han-Ching Ou, Christoph Siebenbrunner, Jackson A. Killian, Meredith B. Brooks, David Kempe, Yevgeniy Vorobeychik, Milind Tambe
2022 A conf
Restless and uncertain: Robust policies for restless bandits via deep multi-agent reinforcement learning.
UAI
Jackson A. Killian, Lily Xu, Arpita Biswas, Milind Tambe
2021 A conf
Beyond "To Act or Not to Act": Fast Lagrangian Approaches to General Multi-Action Restless Bandits.
AAMAS
Jackson A. Killian, Andrew Perrault, Milind Tambe
2021 C conf
Envisioning Communities: A Participatory Approach Towards AI for Social Good.
AIES
Elizabeth Bondi, Lily Xu, Diana Acosta-Navas, Jackson A. Killian
2021 J jnl
Envisioning Communities: A Participatory Approach Towards AI for Social Good.
CoRR
Elizabeth Bondi, Lily Xu, Diana Acosta-Navas, Jackson A. Killian
2021 A* conf
Q-Learning Lagrange Policies for Multi-Action Restless Bandits.
KDD
Jackson A. Killian, Arpita Biswas, Sanket Shah, Milind Tambe
2021 J jnl
Q-Learning Lagrange Policies for Multi-Action Restless Bandits.
CoRR
Jackson A. Killian, Arpita Biswas, Sanket Shah, Milind Tambe
2021 J jnl
Robust Restless Bandits: Tackling Interval Uncertainty with Deep Reinforcement Learning.
CoRR
Jackson A. Killian, Lily Xu, Arpita Biswas, Milind Tambe
2020 A* conf
Collapsing Bandits and Their Application to Public Health Intervention.
NeurIPS
Aditya Mate, Jackson A. Killian, Haifeng Xu, Andrew Perrault, Milind Tambe
2020 J jnl
Collapsing Bandits and Their Application to Public Health Interventions.
CoRR
Aditya Mate, Jackson A. Killian, Haifeng Xu, Andrew Perrault, Milind Tambe
2019 — conf
Learning to Detect Heavy Drinking Episodes Using Smartphone Accelerometer Data.
KDH@IJCAI
Jackson A. Killian, Kevin M. Passino, Arnab Nandi, Danielle R. Madden, John D. Clapp
2019 A* conf
Learning to Prescribe Interventions for Tuberculosis Patients Using Digital Adherence Data.
KDD
Jackson A. Killian, Bryan Wilder, Amit Sharma, Vinod Choudhary, Bistra Dilkina, Milind Tambe
2019 J jnl
Learning to Prescribe Interventions for Tuberculosis Patients using Digital Adherence Data.
CoRR
Jackson A. Killian, Bryan Wilder, Amit Sharma, Vinod Choudhary, Bistra Dilkina, Milind Tambe