Jackson A. Killian

23 papers A* 7A 4C 1Journal 10Unranked 1

Year	Rank	Type	Title / 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