Online Training of LSTM Networks in Distributed Systems for Variable Length Data Sequences von Ergen, Tolga, Kozat, Suleyman S.

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Deep intrinsically motivated exploration in continuous control von Saglam, Baturay, Kozat, Suleyman S.

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Online Density Estimation of Nonstationary Sources Using Exponential Family of Distributions von Gokcesu, Kaan, Kozat, Suleyman S.

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Online Anomaly Detection Under Markov Statistics With Controllable Type-I Error von Ozkan, Huseyin, Ozkan, Fatih, Kozat, Suleyman S.

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Modeling of Spatio-Temporal Hawkes Processes With Randomized Kernels von Ilhan, Fatih, Kozat, Suleyman S.

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Exploiting residual errors in nonlinear online prediction von Ilhan, Emirhan, Koc, Ahmet B., Kozat, Suleyman S.

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Stress evolution before and after the 2008 Wenchuan, China earthquake von Nalbant, Suleyman S., McCloskey, John

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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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Detection and classification of short-circuit faults on a transmission line using current signal von Coban, Melih, Tezcan, Suleyman S

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An Efficient and Effective Second-Order Training Algorithm for LSTM-Based Adaptive Learning von Vural, N. Mert, Ergut, Salih, Kozat, Suleyman S.

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Gradient Boosting With Moving-Average Terms for Nonlinear Sequential Regression von Ilhan, Emirhan, Turali, Mehmet Y., Kozat, Suleyman S.

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Earthquake risk from co-seismic stress von MCCLOSKEY, John, NALBANT, Suleyman S, STEACY, Sandy

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Minimax Optimal Algorithms for Adversarial Bandit Problem With Multiple Plays von Vural, Nuri Mert, Gokcesu, Hakan, Gokcesu, Kaan, Kozat, Suleyman S.

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Data Imputation Through the Identification of Local Anomalies von Ozkan, Huseyin, Pelvan, Ozgun Soner, Kozat, Suleyman S.

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Numerical modeling of the multi-stage Stern–Gerlach experiment by Frisch and Segrè using co-quantum dynamics via the Schrödinger equation von He, Zhe, Titimbo, Kelvin, Garrett, David C, Kahraman, S Suleyman, Wang, Lihong V

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Online Classification via Self-Organizing Space Partitioning von Ozkan, Huseyin, Vanli, N. Denizcan, Kozat, Suleyman S.

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Online Anomaly Detection With Nested Trees von Delibalta, Ibrahim, Gokcesu, Kaan, Simsek, Mustafa, Baruh, Lemi, Kozat, Suleyman S.

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AFS-BM: enhancing model performance through adaptive feature selection with binary masking von Turali, Mehmet Y., Lorasdagi, Mehmet E., Kozat, Suleyman S.

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A Deterministic Analysis of an Online Convex Mixture of Experts Algorithm von Ozkan, Huseyin, Donmez, Mehmet A., Tunc, Sait, Kozat, Suleyman S.

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A Unified Approach to Universal Prediction: Generalized Upper and Lower Bounds von Vanli, Nuri Denizcan, Kozat, Suleyman S.

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