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
Arnold, P. M., Webb, A., & Iyer, R. (2021). Commentary: Smoking Is an Independent Risk Factor for 90-Day Readmission and Reoperation following Posterior Cervical Decompression and Fusion. Neurosurgery, 89(1), E70-E71. https://doi.org/10.1093/neuros/nyab101
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
Jafary, B., Jha, S., Fiondella, L., & K. Iyer, R. (Accepted/In press). Data-Driven Application-Oriented Reliability Model of a High-Performance Computing System. IEEE Transactions on Reliability. https://doi.org/10.1109/TR.2021.3085582