Additional Campus Affiliations
George and Ann Fisher Distinguished Professor, Electrical and Computer Engineering
Professor, Electrical and Computer Engineering
Professor, Computer Science
Professor, National Center for Supercomputing Applications (NCSA)
Professor, Carl R. Woese Institute for Genomic Biology
Professor, Coordinated Science Lab
Professor, Information Trust Institute
Professor, Biomedical and Translational Sciences
Recent Publications
Athreya, A. P., Brückl, T., Binder, E. B., John Rush, A., Biernacka, J., Frye, M. A., Neavin, D., Skime, M., Monrad, D., Iyer, R. K., Mayes, T., Trivedi, M., Carter, R. E., Wang, L., Weinshilboum, R. M., Croarkin, P. E., & Bobo, W. V. (2021). Prediction of short-term antidepressant response using probabilistic graphical models with replication across multiple drugs and treatment settings. Neuropsychopharmacology, 46(7), 1272-1282. https://doi.org/10.1038/s41386-020-00943-x
Banerjee, S. S., Jha, S., Kalbarczyk, Z., & Iyer, R. K. (2021). BayesPerf: Minimizing performance monitoring errors using Bayesian statistics. In Proceedings of the 26th ACM International Conference on Architectural Support for Programming Languages and Operating Systems, ASPLOS 2021 (pp. 832-844). (International Conference on Architectural Support for Programming Languages and Operating Systems - ASPLOS). Association for Computing Machinery. https://doi.org/10.1145/3445814.3446739
Hu, C., Anjur, V., Saboo, K., Reddy, K. R., OʼLeary, J., Tandon, P., Wong, F., Garcia-Tsao, G., Kamath, P. S., Lai, J. C., Biggins, S. W., Fallon, M. B., Thuluvath, P., Subramanian, R. M., Maliakkal, B., Vargas, H., Thacker, L. R., Iyer, R. K., & Bajaj, J. S. (2021). Low Predictability of Readmissions and Death Using Machine Learning in Cirrhosis. American Journal of Gastroenterology, 116(2), 336-346. https://doi.org/10.14309/ajg.0000000000000971
Patke, A., Jha, S., Qiu, H., Brandt, J., Gentile, A., Greenseid, J., Kalbarczyk, Z. T., & Iyer, R. K. (2021). Delay sensitivity-driven congestion mitigation for HPC systems. In ICS 2021 - Proceedings of the 2021 ACM International Conference on Supercomputing (pp. 342-353). (Proceedings of the International Conference on Supercomputing). Association for Computing Machinery. https://doi.org/10.1145/3447818.3460362
Saboo, K., Shamsaddini, A., Iyer, M. V., Hu, C., Fagan, A., Gavis, E. A., White, M. B., Fuchs, M., Heuman, D. M., Sikaroodi, M., Iyer, R. K., Gillevet, P. M., & Bajaj, J. S. (2021). Sex is associated with differences in gut microbial composition and function in hepatic encephalopathy. Journal of Hepatology, 74(1), 80-88. https://doi.org/10.1016/j.jhep.2020.06.046