Suleyman S. Kozat

37 papers A* 1B 3Journal 27Unranked 6

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	Binary feature mask optimization for feature selection. Neural Comput. Appl. Mehmet E. Lorasdagi, Mehmet Yigit Turali, Suleyman S. Kozat
2025	J	`jnl`	Fitting Multiple Machine Learning Models With Performance Based Clustering. IEEE Signal Process. Lett. Mehmet E. Lorasdagi, Ahmet B. Koc, Ali Taha Koç, Suleyman S. Kozat
2025	J	`jnl`	navTD3: An End-to-End Learning Approach for Indoor Navigation. Signal Image Video Process. Furkan B. Mutlu, Dogan Can Çiçek, Ramazan B. Guler, Suleyman S. Kozat
2024	J	`jnl`	AFS-BM: Enhancing Model Performance through Adaptive Feature Selection with Binary Masking. CoRR Mehmet Yigit Turali, Mehmet E. Lorasdagi, Ali Taha Koç, Suleyman S. Kozat
2024	J	`jnl`	AFS-BM: enhancing model performance through adaptive feature selection with binary masking. Signal Image Video Process. Mehmet Yigit Turali, Mehmet E. Lorasdagi, Suleyman S. Kozat
2024	A*	`conf`	Actor Prioritized Experience Replay (Abstract Reprint). AAAI Baturay Saglam, Furkan B. Mutlu, Dogan Can Çiçek, Suleyman S. Kozat
2024	J	`jnl`	Binary Feature Mask Optimization for Feature Selection. CoRR Mehmet E. Lorasdagi, Mehmet Yigit Turali, Ali Taha Koç, Suleyman S. Kozat
2024	J	`jnl`	CUER: Corrected Uniform Experience Replay for Off-Policy Continuous Deep Reinforcement Learning Algorithms. CoRR Arda Sarp Yenicesu, Furkan B. Mutlu, Suleyman S. Kozat, Ozgur S. Oguz
2024	J	`jnl`	Exploiting residual errors in nonlinear online prediction. Mach. Learn. Emirhan Ilhan, Ahmet B. Koc, Suleyman S. Kozat
2024	J	`jnl`	Mitigating Off-Policy Bias in Actor-Critic Methods with One-Step Q-learning: A Novel Correction Approach. Trans. Mach. Learn. Res. Baturay Saglam, Dogan Can Çiçek, Furkan Burak Mutlu, Suleyman S. Kozat
2024	J	`jnl`	Nonlinear Regression With Hierarchical Recurrent Neural Networks Under Missing Data. IEEE Trans. Artif. Intell. Safa Onur Sahin, Suleyman S. Kozat
2024	J	`jnl`	Optimal stochastic gradient descent algorithm for filtering. Digit. Signal Process. Mehmet Yigit Turali, Ali Taha Koç, Suleyman S. Kozat
2024	J	`jnl`	TMD-NER: Turkish multi-domain named entity recognition for informal texts. Signal Image Video Process. Selim Firat Yilmaz, Furkan B. Mutlu, Ismail Balaban, Suleyman S. Kozat
2024	J	`jnl`	Time-Aware and Context-Sensitive Ensemble Learning for Sequential Data. IEEE Trans. Artif. Intell. Arda Fazla, Mustafa E. Aydin, Suleyman S. Kozat
2023	J	`jnl`	Actor Prioritized Experience Replay. J. Artif. Intell. Res. Baturay Saglam, Furkan B. Mutlu, Dogan Can Çiçek, Suleyman S. Kozat
2023	—	`conf`	Deep Reinforcement Learning Based Joint Downlink Beamforming and RIS Configuration in RIS-Aided MU-MISO Systems Under Hardware Impairments and Imperfect CSI. ICC Workshops Baturay Saglam, Doga Gürgünoglu, Suleyman S. Kozat
2023	J	`jnl`	Deep intrinsically motivated exploration in continuous control. Mach. Learn. Baturay Saglam, Suleyman S. Kozat
2023	J	`jnl`	Gradient Boosting With Moving-Average Terms for Nonlinear Sequential Regression. IEEE Signal Process. Lett. Emirhan Ilhan, Mehmet Yigit Turali, Suleyman S. Kozat
2023	J	`jnl`	Hierarchical Ensemble-Based Feature Selection for Time Series Forecasting. CoRR Aysin Tumay, Mustafa E. Aydin, Suleyman S. Kozat
2023	J	`jnl`	Hybrid State Space-based Learning for Sequential Data Prediction with Joint Optimization. CoRR Mustafa E. Aydin, Arda Fazla, Suleyman S. Kozat
2022	J	`jnl`	Actor Prioritized Experience Replay. CoRR Baturay Saglam, Furkan B. Mutlu, Dogan Can Çiçek, Suleyman S. Kozat
2022	—	`conf`	An Intrinsic Motivation Based Artificial Goal Generation in On-Policy Continuous Control. SIU Baturay Saglam, Furkan B. Mutlu, Kaan Gonc, Onat Dalmaz, Suleyman S. Kozat
2022	—	`conf`	An Optimistic Approach to the Temporal Difference Error in Off-Policy Actor-Critic Algorithms. SSCI Baturay Saglam, Furkan B. Mutlu, Suleyman S. Kozat
2022	J	`jnl`	Deep Intrinsically Motivated Exploration in Continuous Control. CoRR Baturay Saglam, Suleyman S. Kozat
2022	J	`jnl`	Deep Reinforcement Learning Based Joint Downlink Beamforming and RIS Configuration in RIS-aided MU-MISO Systems Under Hardware Impairments and Imperfect CSI. CoRR Baturay Saglam, Doga Gürgünoglu, Suleyman S. Kozat
2022	—	`conf`	Face Inpainting with Pre-trained Image Transformers. SIU Kaan Gonc, Baturay Saglam, Suleyman S. Kozat, Hamdi Dibeklioglu
2022	—	`conf`	Improving the Performance of Batch-Constrained Reinforcement Learning in Continuous Action Domains via Generative Adversarial Networks. SIU Baturay Saglam, Onat Dalmaz, Kaan Gonc, Suleyman S. Kozat
2022	J	`jnl`	Off-Policy Correction for Actor-Critic Algorithms in Deep Reinforcement Learning. CoRR Baturay Saglam, Dogan Can Çiçek, Furkan B. Mutlu, Suleyman S. Kozat
2022	J	`jnl`	Safe and Robust Experience Sharing for Deterministic Policy Gradient Algorithms. CoRR Baturay Saglam, Dogan Can Çiçek, Furkan B. Mutlu, Suleyman S. Kozat
2022	—	`conf`	Unified Intrinsically Motivated Exploration for Off-Policy Learning in Continuous Action Spaces. SIU Baturay Saglam, Furkan B. Mutlu, Onat Dalmaz, Suleyman S. Kozat
2021	B	`conf`	AWD3: Dynamic Reduction of the Estimation Bias. ICTAI Dogan Can Çiçek, Enes Duran, Baturay Saglam, Kagan Kaya, Furkan B. Mutlu, Suleyman S. Kozat
2021	J	`jnl`	AWD3: Dynamic Reduction of the Estimation Bias. CoRR Dogan Can Çiçek, Enes Duran, Baturay Saglam, Kagan Kaya, Furkan B. Mutlu, Suleyman S. Kozat
2021	B	`conf`	Estimation Error Correction in Deep Reinforcement Learning for Deterministic Actor-Critic Methods. ICTAI Baturay Saglam, Enes Duran, Dogan Can Çiçek, Furkan B. Mutlu, Suleyman S. Kozat
2021	J	`jnl`	Estimation Error Correction in Deep Reinforcement Learning for Deterministic Actor-Critic Methods. CoRR Baturay Saglam, Enes Duran, Dogan Can Çiçek, Furkan B. Mutlu, Suleyman S. Kozat
2021	B	`conf`	Off-Policy Correction for Deep Deterministic Policy Gradient Algorithms via Batch Prioritized Experience Replay. ICTAI Dogan Can Çiçek, Enes Duran, Baturay Saglam, Furkan B. Mutlu, Suleyman S. Kozat
2021	J	`jnl`	Off-Policy Correction for Deep Deterministic Policy Gradient Algorithms via Batch Prioritized Experience Replay. CoRR Dogan Can Çiçek, Enes Duran, Baturay Saglam, Furkan B. Mutlu, Suleyman S. Kozat
2021	J	`jnl`	Parameter-Free Deterministic Reduction of the Estimation Bias in Continuous Control. CoRR Baturay Saglam, Enes Duran, Dogan Can Çiçek, Furkan B. Mutlu, Suleyman S. Kozat