| 2021 | ACSSC | EE-Grad: Exploration and Exploitation for Cost-Efficient Mini-Batch SGD. | Mehmet A. Donmez, Jeffrey Ludwig, Maxim Raginsky, Andrew C. Singer |
| 2016 | ACSSC | Cost-performance tradeoffs in unreliable computation architectures. | Mehmet A. Donmez, Maxim Raginsky, Andrew C. Singer, Lav R. Varshney |
| 2014 | ACSSC | Sequential prediction of individual sequences in the presence of computational errors. | Mehmet A. Donmez, Andrew C. Singer |
| 2014 | ICASSP | Robust regularized least squares estimation in the presence of bounded data uncertainties. | Nuri Denizcan Vanli, Suleyman Serdar Kozat, Mehmet A. Donmez |
| 2013 | ICASSP | Competitive and online piecewise linear classification. | Huseyin Ozkan, Mehmet A. Donmez, Ozgun S. Pelvan, Arda Akman, Suleyman Serdar Kozat |
| 2013 | ICASSP | Growth optimal investment with threshold rebalancing portfolios under transaction costs. | Sait Tun, Mehmet A. Donmez, Suleyman Serdar Kozat |
| 2012 | ICASSP | Adaptive mixture methods using Bregman divergences. | Huseyin A. Inan, Mehmet A. Donmez, Suleyman Serdar Kozat |
| 2012 | ICASSP | Competitive least squares problem with bounded data uncertainties. | Nargiz Kalantarova, Mehmet A. Donmez, Suleyman Serdar Kozat |