| 2023 | ICMI | User Feedback-based Online Learning for Intent Classification. | Kaan Gn, Baturay Saglam, Onat Dalmaz, Tolga ukur, Suleyman Serdar Kozat, Hamdi Dibeklioglu |
| 2015 | BigData | Optimal and Efficient Distributed Online Learning for Big Data. | Muhammed O. Sayin, N. Denizcan Vanli, Ibrahim Delibalta, Suleyman Serdar Kozat |
| 2015 | BigData | Online Nonlinear Classification for High-Dimensional Data. | N. Denizcan Vanli, Huseyin Ozkan, Ibrahim Delibalta, Suleyman Serdar Kozat |
| 2015 | BigData | A Scalable Approach for Online Hierarchical Big Data Mining. | N. Denizcan Vanli, Muhammed O. Sayin, Ibrahim Delibalta, Suleyman Serdar Kozat |
| 2015 | ICASSP | Twice-universal piecewise linear regression via infinite depth context trees. | N. Denizcan Vanli, Muhammed O. Sayin, Tolga Goze, Suleyman Serdar Kozat |
| 2014 | ICASSP | Improved convergence performance of adaptive algorithms through logarithmic cost. | Muhammed O. Sayin, Nuri Denizcan Vanli, Suleyman Serdar Kozat |
| 2014 | ICASSP | Logarithmic regret bound over diffusion based distributed estimation. | Muhammed O. Sayin, N. Denizcan Vanli, Suleyman Serdar Kozat |
| 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 |
| 2012 | SDM | Optimal Distance Estimation Between Compressed Data Series. | Nikolaos M. Freris, Michail Vlachos, Suleyman Serdar Kozat |
| 2011 | ITA | Nonlinear turbo equalization using context trees. | Nargiz Kalantarova, Kyeongyeon Kim, Suleyman Serdar Kozat, Andrew C. Singer |
| 2009 | ICASSP | Comparison of convex combination and affine combination of adaptive filters. | Alper T. Erdogan, Suleyman Serdar Kozat, Andrew C. Singer |
| 2009 | ICASSP | A performance-weighted mixture of LMS filters. | Suleyman Serdar Kozat, Andrew C. Singer |
| 2009 | ICMLA | An Extended Version of the NLMF Algorithm Based on Proportionate Krylov Subspace Projections. | Yasin Yilmaz, Suleyman Serdar Kozat |
| 2009 | SDM | Optimal Distance Bounds on Time-Series Data. | Michail Vlachos, Suleyman Serdar Kozat, Philip S. Yu |
| 2008 | ICASSP | Universal switching portfolios under transaction costs. | Suleyman Serdar Kozat, Andrew C. Singer |
| 2008 | ICASSP | Universal portfolios via context trees. | Suleyman Serdar Kozat, Andrew C. Singer, Andrew J. Bean |
| 2008 | ICASSP | Optimizing speech recognition grammars using a measure of similarity between hidden Markov models. | Binit Mohanty, John R. Hershey, Peder A. Olsen, Suleyman Serdar Kozat, Vaibhava Goel |
| 2007 | ICASSP | Universal Constant Rebalanced Portfolios with Switching. | Suleyman Serdar Kozat, Andrew C. Singer |
| 2007 | ICASSP | Efficient, Low Latency Adaptation for Speech Recognition. | Suleyman Serdar Kozat, Karthik Visweswariah, Ramesh Gopinath |
| 2007 | ICASSP | Universal Piecewise Linear Regression of Individual Sequences: Lower Bound. | Georg Zeitler, Andrew C. Singer, Suleyman Serdar Kozat |
| 2006 | ICASSP | Feature Adaptation Based on Gaussian Posteriors. | Suleyman Serdar Kozat, Karthik Visweswariah, Ramesh Gopinath |
| 2006 | ISIT | Universal Context Tree Least Squares Prediction. | Andrew C. Singer, Suleyman Serdar Kozat |
| 2004 | ICASSP | Min-max optimal universal prediction with side information. | Suleyman Serdar Kozat, Andrew C. Singer |
| 2004 | ICIP | Robust perceptual image hashing via matrix invariants. | Suleyman Serdar Kozat, Ramarathnam Venkatesan, Mehmet Kivan Mihak |
| 2004 | ISIT | Universal piecewise linear least squares prediction. | David Luengo, Suleyman Serdar Kozat, Andrew C. Singer |
| 2002 | ICASSP | Further results in multistage adaptive filtering. | Suleyman Serdar Kozat, Andrew C. Singer |
| 2000 | ICASSP | On universal linear prediction of Gaussian data. | Suleyman Serdar Kozat, Andrew C. Singer |