N. D. Vanli

Most-cited papers

A Novel Family of Adaptive Filtering Algorithms Based on the Logarithmic Cost
M. O. Sayin, N. D. Vanli, S. Kozat
2013IEEE Transactions on Signal Processing166 citations Open access
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Global Convergence Rate of Proximal Incremental Aggregated Gradient Methods
N. D. Vanli, Mert Gurbuzbalaban, A. Ozdaglar
2016SIAM Journal on Optimization66 citations Open access
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A Comprehensive Approach to Universal Piecewise Nonlinear Regression Based on Trees
N. D. Vanli, S. Kozat
2013IEEE Transactions on Signal Processing57 citations Open access
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Stochastic Subgradient Algorithms for Strongly Convex Optimization Over Distributed Networks
M. O. Sayin, N. D. Vanli, S. Kozat, T. Başar
2014IEEE Transactions on Network Science and Engineering49 citations Open access
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Optimum Power Allocation for Average Power Constrained Jammers in the Presence of Non-Gaussian Noise
Suat Bayram, N. D. Vanli, Berkan Dulek, I. Sezer +1 more
2012IEEE Communications Letters42 citations Open access
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When Cyclic Coordinate Descent Outperforms Randomized Coordinate Descent
M. Gürbüzbalaban, A. Ozdaglar, P. Parrilo, N. D. Vanli
2017Neural Information Processing Systems39 citations
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Sequential Nonlinear Learning for Distributed Multiagent Systems via Extreme Learning Machines
N. D. Vanli, M. O. Sayin, Ibrahim Delibalta, S. Kozat
2017IEEE Transactions on Neural Networks and Learning Systems38 citations Open access
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Convergence rate of block-coordinate maximization Burer–Monteiro method for solving large SDPs
Murat A. Erdogdu, A. Ozdaglar, P. Parrilo, N. D. Vanli
2018Mathematical programming37 citations Open access
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Nonlinear regression via incremental decision trees
N. D. Vanli, M. O. Sayin, Mohammadreza Mohaghegh N., Huseyin Ozkan +1 more
2019Pattern Recognition21 citations Open access
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Sequential Prediction Over Hierarchical Structures
N. D. Vanli, Kaan Gokcesu, M. O. Sayin, Hikmet Yildiz +1 more
2016IEEE Transactions on Signal Processing19 citations Open access
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Randomness and permutations in coordinate descent methods
Mert Gurbuzbalaban, A. Ozdaglar, N. D. Vanli, Stephen J. Wright
2018Mathematical programming18 citations Open access
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Online Classification via Self-Organizing Space Partitioning
Huseyin Ozkan, N. D. Vanli, S. Kozat
2016IEEE Transactions on Signal Processing18 citations Open access
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A Stronger Convergence Result on the Proximal Incremental Aggregated Gradient Method
N. D. Vanli, Mert Gurbuzbalaban, A. Ozdaglar
201617 citations
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Optimum Power Randomization for the Minimization of Outage Probability
Berkan Dulek, N. D. Vanli, S. Gezici, P. Varshney
2013IEEE Transactions on Wireless Communications14 citations Open access
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Adaptive and efficient nonlinear channel equalization for underwater acoustic communication
Dariush Kari, N. D. Vanli, S. Kozat
2016Physical Communication13 citations Open access
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Robust least squares methods under bounded data uncertainties
N. D. Vanli, M. A. Donmez, S. Kozat
2013Digit. Signal Process.8 citations Open access
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Optimal and Efficient Distributed Online Learning for Big Data
M. O. Sayin, N. D. Vanli, Ibrahim Delibalta, S. Kozat
20152015 IEEE International Congress on Big Data6 citations
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Growth optimal investment in discrete-time markets with proportional transaction costs
N. D. Vanli, Sait Tunç, M. A. Donmez, S. Kozat
2016Digit. Signal Process.5 citations Open access
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Global convergence rate of incremental aggregated gradient methods for nonsmooth problems
N. D. Vanli, Mert Gurbuzbalaban, A. Ozdaglar
2016IEEE Conference on Decision and Control4 citations Open access
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Brief Papers A Unified Approach to Universal Prediction : Generalized Upper and Lower Bounds
N. D. Vanli, S. Kozat
20144 citations
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A Comprehensive Approach to Universal Nonlinear Regression Based on Trees
N. D. Vanli, S. Kozat
2013arXiv.org4 citations
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Communication efficient channel estimation over distributed networks
M. O. Sayin, N. D. Vanli, Tolga Goze, S. Kozat
2014IEEE Global Conference on Signal and Information Processing3 citations Open access
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Improved convergence performance of adaptive algorithms through logarithmic cost
M. O. Sayin, N. D. Vanli, S. Kozat
2014IEEE International Conference on Acoustics, Speech, and Signal Processing3 citations
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A Simple Proof for the Iteration Complexity of the Proximal Gradient Algorithm
N. D. Vanli
20162 citations
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Predicting Nearly As Well As the Optimal Twice Differentiable Regressor
N. D. Vanli, M. O. Sayin, S. Kozat
20142 citations
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Competitive linear MMSE estimation under structured data uncertainties
N. D. Vanli, M. O. Sayin, S. Kozat
2014Signal Processing and Communications Applications Conference2 citations Open access
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Adaptive hierarchical space partitioning for online classification
O. F. Kiliç, N. D. Vanli, Huseyin Ozkan, Ibrahim Delibalta +1 more
2016European Signal Processing Conference1 citations
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Energy consumption forecasting via order preserving pattern matching
N. D. Vanli, M. O. Sayin, Hikmet Yildiz, Tolga Goze +1 more
2014IEEE Global Conference on Signal and Information Processing1 citations Open access
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Sequential nonlinear regression via context trees
N. D. Vanli, S. Kozat
2014Signal Processing and Communications Applications Conference1 citations
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Comprehensive lower bounds on sequential prediction
N. D. Vanli, M. O. Sayin, S. Ergut, S. Kozat
2014European Signal Processing Conference1 citations
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Robust set-membership filtering algorithms against impulsive noise
M. O. Sayin, N. D. Vanli, S. Kozat
2014Signal Processing and Communications Applications Conference1 citations Open access
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Piecewise nonlinear regression via decision adaptive trees
N. D. Vanli, M. O. Sayin, S. Ergut, S. Kozat
2014European Signal Processing Conference1 citations
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Robust LS Equalization Methods for MIMO Systems Under Bounded Model Uncertainties
N. D. Vanli, M. A. Donmez, S. Kozat
2013arXiv.org1 citations
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Large-Scale Optimization Methods: Theory and Applications
N. D. Vanli
20210 citations
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Online Nonlinear Modeling via Self-Organizing Trees
N. D. Vanli, S. Kozat
20180 citations Open access
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On the Convergence of Block-Coordinate Maximization for Burer-Monteiro Method
Murat A. Erdogdu, A. Ozdaglar, P. Parrilo, N. D. Vanli
20180 citations
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Nonlinear Modeling via Self-Organizing Trees
N. D. Vanli, S. Kozat
20170 citations
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Online adaptive hierarchical space partitioning classifier
O. F. Kiliç, N. D. Vanli, Huseyin Ozkan, Ibrahim Delibalta +1 more
2016Signal Processing and Communications Applications Conference0 citations
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Sequential nonlinear learning
N. D. Vanli
20150 citations
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A Scalable Approach for Online Hierarchical Big Data Mining
N. D. Vanli, M. O. Sayin, Ibrahim Delibalta, S. Kozat
20152015 IEEE International Congress on Big Data0 citations
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Universal online prediction via order preserving patterns
N. D. Vanli, M. O. Sayin, Ibrahim Delibalta, S. Kozat
2015International Workshop on Machine Learning for Signal Processing0 citations
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Twice-universal piecewise linear regression via infinite depth context trees
N. D. Vanli, M. O. Sayin, Tolga Gozey, S. Kozat
2015IEEE International Conference on Acoustics, Speech, and Signal Processing0 citations
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Online Nonlinear Classification for High-Dimensional Data
N. D. Vanli, Huseyin Ozkan, Ibrahim Delibalta, S. Kozat
20152015 IEEE International Congress on Big Data0 citations
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Efficient and distributed tracking of evolving state
M. O. Sayin, N. D. Vanli, Ibrahim Delibalta, S. Kozat
2015International Workshop on Machine Learning for Signal Processing0 citations
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Robust regularized least squares estimation in the presence of bounded data uncertainties
N. D. Vanli, S. Kozat, M. A. Donmez
2014IEEE International Conference on Acoustics, Speech, and Signal Processing0 citations
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Online Piecewise Linear Regression via Infinite Depth Context Trees
N. D. Vanli, M. O. Sayin, S. Kozat
2014arXiv.org0 citations
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gaçlari ile Ardisik Do˘ grusal Olmayan Ba˘ glanim Sequential Nonlinear Regression via Context Trees
N. D. Vanli, S. Kozat
20140 citations
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Convexity properties of outage probability under rayleigh fading
Berkan Dulek, N. D. Vanli, S. Gezici
2012Signal Processing and Communications Applications Conference0 citations Open access
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