| A novel family of adaptive filtering algorithms based on the logarithmic cost MO Sayin, ND Vanli, SS Kozat IEEE Transactions on signal processing 62 (17), 4411-4424, 2014 | 174 | 2014 |
| A comprehensive approach to universal piecewise nonlinear regression based on trees ND Vanli, SS Kozat IEEE Transactions on Signal Processing 62 (20), 5471-5486, 2014 | 80 | 2014 |
| Global convergence rate of proximal incremental aggregated gradient methods ND Vanli, M Gurbuzbalaban, A Ozdaglar SIAM Journal on Optimization 28 (2), 1282-1300, 2018 | 63 | 2018 |
| Stochastic subgradient algorithms for strongly convex optimization over distributed networks MO Sayin, ND Vanli, SS Kozat, T Başar IEEE Transactions on network science and engineering 4 (4), 248-260, 2017 | 58 | 2017 |
| Optimum power allocation for average power constrained jammers in the presence of non-Gaussian noise S Bayram, ND Vanli, B Dulek, I Sezer, S Gezici IEEE Communications Letters 16 (8), 1153-1156, 2012 | 49 | 2012 |
| When cyclic coordinate descent outperforms randomized coordinate descent M Gurbuzbalaban, A Ozdaglar, PA Parrilo, N Vanli Advances in Neural Information Processing Systems 30, 2017 | 45 | 2017 |
| Convergence rate of block-coordinate maximization Burer–Monteiro method for solving large SDPs MA Erdogdu, A Ozdaglar, PA Parrilo, ND Vanli Mathematical Programming 195 (1), 243-281, 2022 | 40 | 2022 |
| Sequential nonlinear learning for distributed multiagent systems via extreme learning machines ND Vanli, MO Sayin, I Delibalta, SS Kozat IEEE Transactions on Neural Networks and Learning Systems 28 (3), 546-558, 2016 | 38 | 2016 |
| Nonlinear regression via incremental decision trees ND Vanli, MO Sayin, M Mohaghegh, H Ozkan, SS Kozat Pattern Recognition 86, 1-13, 2019 | 26 | 2019 |
| Online classification via self-organizing space partitioning H Ozkan, ND Vanli, SS Kozat IEEE Transactions on Signal Processing 64 (15), 3895-3908, 2016 | 23 | 2016 |
| Randomness and permutations in coordinate descent methods M Gürbüzbalaban, A Ozdaglar, ND Vanli, SJ Wright Mathematical Programming 181, 349-376, 2020 | 20 | 2020 |
| Optimum power randomization for the minimization of outage probability B Dulek, ND Vanli, S Gezici, PK Varshney IEEE transactions on wireless communications 12 (9), 4627-4637, 2013 | 18 | 2013 |
| Adaptive and efficient nonlinear channel equalization for underwater acoustic communication D Kari, ND Vanli, SS Kozat Physical Communication 24, 83-93, 2017 | 17 | 2017 |
| A stronger convergence result on the proximal incremental aggregated gradient method ND Vanli, M Gurbuzbalaban, A Ozdaglar arXiv preprint arXiv:1611.08022, 2016 | 17 | 2016 |
| Sequential prediction over hierarchical structures ND Vanli, K Gokcesu, MO Sayin, H Yildiz, SS Kozat IEEE Transactions on Signal Processing 64 (23), 6284-6298, 2016 | 17 | 2016 |
| Optimal and efficient distributed online learning for big data MO Sayin, ND Vanli, I Delibalta, SS Kozat 2015 IEEE International Congress on Big Data, 126-133, 2015 | 9 | 2015 |
| A unified approach to universal prediction: Generalized upper and lower bounds ND Vanli, SS Kozat IEEE Transactions on Neural Networks and Learning Systems 26 (3), 646-651, 2014 | 8 | 2014 |
| Improved convergence performance of adaptive algorithms through logarithmic cost MO Sayin, ND Vanli, SS Kozat 2014 IEEE International Conference on Acoustics, Speech and Signal …, 2014 | 7 | 2014 |
| Growth optimal investment in discrete-time markets with proportional transaction costs ND Vanli, S Tunc, MA Donmez, SS Kozat Digital Signal Processing 48, 226-238, 2016 | 6 | 2016 |
| Robust least squares methods under bounded data uncertainties ND Vanli, MA Donmez, SS Kozat Digital Signal Processing 36, 82-92, 2015 | 5 | 2015 |
