Projects



Publications

  • Mate A*, Killian JA*, Xu H, Perrault A, Tambe M. Collapsing Bandits and Their Application to Public Health Interventions. Neural Information Processing Systems (NeurIPS). 2020 December. [preprint]
  • Wilder B, Charpignon M, Killian JA, Ou HC, Mate A, Jabbari S, Perrault A, Desai A, Tambe M, Majumder MS. Modeling between-population variation in COVID-19 dynamics in Hubei, Lombardy, and New York City. Proceedings of the National Academy of Sciences. 2020 September 24. [publication]
  • Killian JA, Charpignon M, Wilder B, Perrault A, Tambe M, Majumder MS. Evaluating COVID-19 Lockdown and Reopening Scenarios For Georgia, Florida, and Mississippi. Available at SSRN 3598744. 2020 May 12. [workshop paper]
  • Mate A, Killian JA, Wilder B, Charpignon M, Awasthi A, Tambe M, Majumder MS. Evaluating COVID-19 Lockdown Policies For India: A Preliminary Modeling Assessment for Individual States. Available at SSRN 3575207. 2020. [preprint]
  • Killian JA, Wilder B, Sharma A, Choudhary V, Dilkina B, Tambe M. “Learning to Prescribe Interventions for Tuberculosis Patients using Digital Adherence Data” Proceedings of the 25th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining. 2019. doi: 10.1145/3292500.3330777 [publication]
  • Killian JA, Passino K, Nandi A, Madden D, Clapp J. “Learning to Detect Heavy Drinking Episodes Using Smartphone Accelerometer Data” Proceedings of the 4th International Workshop on Knowledge Discovery in Healthcare Data. 2019. http://ceur-ws.org/Vol-2429/paper6.pdf [publication v1] [publication v2] [dataset]
  • Killian JA, Topiwala T, Pelletier A, Frankhouser D, Yan P, Bundschuh R. "FuSpot: A Web-based Tool for Visual Evaluation of Fusion Candidates" BMC Genomics. 2018. 19:139. doi: 10.1186/s12864-018-4486-3 [publication] [slides] [website]
  • He H, Li W, Yan P, Bundschuh R, Killian JA, Labanowska J, Brock P, et al. "Identification of a recurrent LMO7-BRAF fusion in papillary thyroid carcinoma" Thyroid. 2018. doi: 10.1089/thy.2017.0258. [publication]
*equal contribution

Media

  • "Models for the spread of COVID-19" Live interview on ABC-7 WJLA. April 2020. [video]
  • "New Model Shows How Deadly Lifting Georgia’s Lockdown May Be" Daily Beast. April 2020. [article]
  • "Model finds 'middle ground' for India's lockdown exit" Nature India. April 2020. [article]
  • "Pelotonia Investment Report (2017)" The James Ohio State University Comprehensive Cancer Center. May 2017. [report]

Other Work

  • "A Computational Method to Correct for DNA Degradation of FFPE Samples in Sequencing-based Methylation Experiments" [report]
    • Undergraduate Fellowship Project, Pelotonia, Ohio State University
  • Music Information Retrieval: Detecting Instruments in Sound Clips with Machine Learning (IRMAS Dataset) [slides] [report]
    • Graduate Machine Learning Project, Ohio State University