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 | 86* | 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 | 46 | 2019 |
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 | 25 | 2020 |
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 | 24 | 2018 |
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 | 14* | 2019 |
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 | 13 | 2020 |
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 | 9 | 2021 |
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 | 8 | 2021 |
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 | 7 | 2021 |
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 | 5 | 2020 |
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 | 5 | 2020 |
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, ... | 3 | 2020 |
Incorporating Healthcare Motivated Constraints in Restless Bandit Based Resource Allocation A Prins, A Mate, JA Killian, R Abebe, M Tambe preprint, 2020 | 1 | 2020 |
Genome-wide DNA hypermethylation opposes healing in chronic wound patients by impairing epithelial-to-mesenchymal transition K Singh, Y Rustagi, AS Abouhashem, S Tabasum, P Verma, E Hernandez, ... The Journal of Clinical Investigation, 2022 | | 2022 |
Restless and Uncertain: Robust Policies for Restless Bandits via Deep Multi-Agent Reinforcement Learning JA Killian, L Xu, A Biswas, M Tambe The 38th Conference on Uncertainty in Artificial Intelligence, 2022 | | 2022 |
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 | | 2022 |
Robust Restless Bandits: Tackling Interval Uncertainty with Deep Reinforcement Learning JA Killian, L Xu, A Biswas, M Tambe arXiv preprint arXiv:2107.01689, 2021 | | 2021 |
Fast Intervention Scheduling via Lagrangian Solutions to Multi-Action Restless Bandits JA Killian, A Perrault, M Tambe | | 2021 |
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), 1-16, 2018 | | 2018 |
CHRONIC ALCOHOL DRINKING ALTERS DNA METHYLATION AND GENE EXPRESSION IN THE NUCLEUS ACCUMBENS SHELL OF ALCOHOL PREFERRING RATS JL Reiter, A Pan, JA Killian, D Frankhouser, AM Turkoglu, P Yan, ... ALCOHOLISM-CLINICAL AND EXPERIMENTAL RESEARCH 42, 86A-86A, 2018 | | 2018 |