A Novel Family of Adaptive Filtering Algorithms Based on the Logarithmic Cost von Sayin, Muhammed O., Vanli, N. Denizcan, Kozat, Suleyman Serdar

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Numerical Weather Forecasting Using Convolutional-LSTM With Attention and Context Matcher Mechanisms von Furkan Tekin, Selim, Fazla, Arda, Serdar Kozat, Suleyman

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Robust Turbo Equalization Under Channel Uncertainties von Kalantarova, N., Kozat, S. S., Erdogan, A. T.

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Unsupervised Anomaly Detection With LSTM Neural Networks von Ergen, Tolga, Kozat, Suleyman Serdar

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Optimal Investment Under Transaction Costs: A Threshold Rebalanced Portfolio Approach von Tunc, Sait, Donmez, Mehmet Ali, Kozat, Suleyman Serdar

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Linear MMSE-Optimal Turbo Equalization Using Context Trees von Kyeongyeon Kim, Kalantarova, N., Kozat, S. S., Singer, A. C.

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Efficient Online Learning Algorithms Based on LSTM Neural Networks von Ergen, Tolga, Kozat, Suleyman Serdar

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Spatiotemporal Sequence Prediction With Point Processes and Self-Organizing Decision Trees von Karaahmetoglu, Oguzhan, Kozat, Suleyman Serdar

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An Online Minimax Optimal Algorithm for Adversarial Multiarmed Bandit Problem von Gokcesu, Kaan, Kozat, Suleyman Serdar

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Nonuniformly Sampled Data Processing Using LSTM Networks von Sahin, Safa Onur, Kozat, Suleyman Serdar

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Online Anomaly Detection With Bandwidth Optimized Hierarchical Kernel Density Estimators von Kerpicci, Mine, Ozkan, Huseyin, Kozat, Suleyman Serdar

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An Online Causal Inference Framework for Modeling and Designing Systems Involving User Preferences: A State-Space Approach von Delibalta, Ibrahim, Kozat, Suleyman Serdar, Baruh, Lemi

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Universal Online Convex Optimization With Minimax Optimal Second-Order Dynamic Regret von Gokcesu, Hakan, Kozat, Suleyman Serdar

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Markovian RNN: An Adaptive Time Series Prediction Network With HMM-Based Switching for Nonstationary Environments von Ilhan, Fatih, Karaahmetoglu, Oguzhan, Balaban, Ismail, Kozat, Suleyman Serdar

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Compressive Diffusion Strategies Over Distributed Networks for Reduced Communication Load von Sayin, Muhammed O., Kozat, Suleyman S.

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Sequential Outlier Detection Based on Incremental Decision Trees von Gokcesu, Kaan, Neyshabouri, Mohammadreza Mohaghegh, Gokcesu, Hakan, Kozat, Suleyman Serdar

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A Comprehensive Approach to Universal Piecewise Nonlinear Regression Based on Trees von Vanli, N. Denizcan, Kozat, Suleyman Serdar

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Crime prediction with graph neural networks and multivariate normal distributions von Tekin, Selim Furkan, Kozat, Suleyman Serdar

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Energy-Efficient LSTM Networks for Online Learning von Ergen, Tolga, Mirza, Ali H., Kozat, Suleyman Serdar

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Efficient Implementation of Newton-Raphson Methods for Sequential Data Prediction von Civek, Burak Cevat, Kozat, Suleyman Serdar

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