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Jackson A Killian
Jackson A Killian
Ph.D. Student, Harvard University
Verified email at g.harvard.edu - Homepage
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Year
Modeling between-population variation in COVID-19 dynamics in Hubei, Lombardy, and New York City
B Wilder, M Charpignon, JA Killian, HC Ou, A Mate, S Jabbari, A Perrault, ...
Proceedings of the National Academy of Sciences 117 (41), 25904-25910, 2020
97*2020
Learning to prescribe interventions for tuberculosis patients using digital adherence data
JA Killian, B Wilder, A Sharma, V Choudhary, B Dilkina, M Tambe
Proceedings of the 25th ACM SIGKDD International Conference on Knowledge …, 2019
482019
Collapsing bandits and their application to public health intervention
A Mate, J Killian, H Xu, A Perrault, M Tambe
Advances in Neural Information Processing Systems 33, 15639-15650, 2020
372020
Identification of a Recurrent LMO7–BRAF Fusion in Papillary Thyroid Carcinoma
H He, W Li, P Yan, R Bundschuh, JA Killian, J Labanowska, P Brock, ...
Thyroid 28 (6), 748-754, 2018
232018
Envisioning communities: a participatory approach towards AI for social good
E Bondi, L Xu, D Acosta-Navas, JA Killian
Proceedings of the 2021 AAAI/ACM Conference on AI, Ethics, and Society, 425-436, 2021
202021
Learning to Detect Heavy Drinking Episodes Using Smartphone Accelerometer Data
JA Killian, KM Passino, A Nandi, DR Madden, J Clapp
Proceedings of the 4th International Workshop on Knowledge Discovery in …, 2019
15*2019
Q-learning Lagrange policies for multi-action restless bandits
JA Killian, A Biswas, S Shah, M Tambe
Proceedings of the 27th ACM SIGKDD Conference on Knowledge Discovery & Data …, 2021
142021
Evaluating COVID-19 lockdown policies for India: A preliminary modeling assessment for individual states
A Mate, JA Killian, B Wilder, M Charpignon, A Awasthi, M Tambe, ...
Available at SSRN 3575207, 2020
142020
Beyond" To Act or Not to Act": Fast Lagrangian Approaches to General Multi-Action Restless Bandits
JA Killian, A Perrault, M Tambe
Proceedings of the 20th International Conference on Autonomous Agents and …, 2021
122021
Genome-wide DNA hypermethylation opposes healing in patients with chronic wounds by impairing epithelial-mesenchymal transition
K Singh, Y Rustagi, AS Abouhashem, S Tabasum, P Verma, E Hernandez, ...
The Journal of Clinical Investigation 132 (17), 2022
82022
Evaluating covid-19 lockdown and reopening scenarios for georgia, florida, and mississippi
JA Killian, M Charpignon, B Wilder, A Perrault, M Tambe, MS Majumder
Florida, and Mississippi (May 12, 2020), 2020
52020
Evaluating COVID-19 lockdown and business-sector-specific reopening policies for three US states
JA Killian, M Charpignon, B Wilder, A Perrault, M Tambe, MS Majumder
Available at SSRN 3598744, 2020
52020
Networked Restless Multi-Armed Bandits for Mobile Interventions
HC Ou, C Siebenbrunner, J Killian, MB Brooks, D Kempe, Y Vorobeychik, ...
arXiv preprint arXiv:2201.12408, 2022
22022
Modeling the Impact of Demography on COVID-19 Dynamics in Hubei and Lombardy
B Wilder, M Charpignon, J Killian, HC Ou, A Mate, S Jabbari, A Perrault, ...
22020
Incorporating Healthcare Motivated Constraints in Restless Bandit Based Resource Allocation
A Prins, A Mate, JA Killian, R Abebe, M Tambe
preprint, 2020
12020
FuSpot: a web-based tool for visual evaluation of fusion candidates
JA Killian, TM Topiwala, AR Pelletier, DE Frankhouser, PS Yan, ...
BMC genomics 19, 1-16, 2018
12018
Robust Planning over Restless Groups: Engagement Interventions for a Large-Scale Maternal Telehealth Program
J Killian, L Xu, A Biswas, S Verma, V Nair, A Taneja, A Hegde, ...
2023
Flexible Budgets in Restless Bandits: A Primal-Dual Algorithm for Efficient Budget Allocation
A Taneja, J Killian, L Xu, MS Tambe, PR Diaz
2023
Restless and uncertain: Robust policies for restless bandits via deep multi-agent reinforcement learning
JA Killian, L Xu, A Biswas, M Tambe
Uncertainty in Artificial Intelligence, 990-1000, 2022
2022
Fast Intervention Scheduling via Lagrangian Solutions to Multi-Action Restless Bandits
JA Killian, A Perrault, M Tambe
2021
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Articles 1–20