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Dariush Kari
M.S. Student, Department of Electrical and Electronics Engineering
Bilkent University, Ankara 06800, Turkey
E-mail: kari@ee.bilkent.edu.tr		  

  Journal Papers | Journal Papers Under Review| Working Papers | Conference Papers| Conference Papers Under Review

Journal Papers

  1. F. Khan, D. Kari, I. A. Karatepe, and S. S. Kozat, "Universal Nonlinear Regression on High Dimensional Data Using Adaptive Hierarchical Tree," IEEE Transactions on Big Data, 2(2):175–188, June 2016.  (IEEEXplore)

Journal Papers Under Review

  1. D. Kari, N. D. Vanli, and S. S. Kozat, "Adaptive and Efficient Nonlinear Channel Equalization for Underwater Acoustic Communication,"

  2. D. Kari, F. Khan, S. Ciftci, and S. S. Kozat, "A Novel Family of Boosted Online Regression Algorithms with Strong Theoretical Bounds," Machine Learning, Springer, 2016.  (arXiv)
        
    3.     
  3. N. D. Vanli, D. Kari, M. O. Sayin, and S. S. Kozat, "Predicting Nearly as well as The Optimal Twice Differentiable Regressor," Machine Learning, Springer, 2016. (under the fourth round of reviews)
        
  4. D. Kari, I. Marivani, F. Khan, M. O. Sayin, and S. S. Kozat, "Robust Adaptive Algorithms For Underwater Acoustic Channels Estimation and Their Performance Analysis," Digital Signal Processing, Elsevier, 2016. (under the second round of reviews) (arXiv)
        

Working Papers

  1. D. Kari, M. M. Neyshabouri, and S. S. Kozat, "Efficient Implementation of Online Boosting Using
    Bandit Setting". IEEE Signal Processing Letters, to be submitted, 2016.
     
  2. D. Kari, and S. S. Kozat, "Highly Efficient and Effective Hierarchical Online Regression Using Boosting", Knowledge and Information Systems, Springer, to be submitted, 2016.
     
  3. D. Kari, and S. S. Kozat, "A New Adaptive Low Complexity Turbo Equalization Algorithm Based on Adaptive Trees".IEEE Transactions on Communications, to be submitted, 2016. 

Conference Papers

  1. D. Kari, I. Marivani, I. Delibalta, and S. S. Kozat, "Boosted LMS-based Piecewise Linear Adaptive Filters," European Signal Processing Conference (EUSIPCO), Budapest, Hungary, 2016. (IEEEXplore)
        
  2. B. C. Civek, D. Kari, I. Delibalta, and S. S. Kozat, "Big Data Signal Processing Using Boosted RLS Alorithm," IEEE Conference on Signal Processing and Communications Applications (SIU), Turkey, 2016. (IEEEXplore)     

  3. I. Marivani, D. Kari, and S. S. Kozat, "Online Anomaly Detection with Limited Feedback Using Accurate Distribution Learning," Accepted but not presented at IEEE Workshop on Machine Learning for Signal Processing (MLSP), 2016.  

  4. D. Kari, and S. S. Kozat, "Enhancing The Performance of Recursive Least Squares Estimation Through Online Boosting," Accepted at the IEEE 13th International Colloquium on Signal Processing & Its Applications (CSPA), 2017.  

  5. D. Kari, I. Marivani, and S. S. Kozat, "Second Order Robust Adaptive Filters for System Identification in The Presence of Impulsive Noise," Accepted at the IEEE 13th International Colloquium on Signal Processing & Its Applications (CSPA), 2017.