| Prior-guided image reconstruction for accelerated multi-contrast MRI via generative adversarial networks SUH Dar, M Yurt, M Shahdloo, ME Ildız, B Tınaz, T Çukur IEEE Journal of Selected Topics in Signal Processing 14 (6), 1072-1087, 2020 | 180* | 2020 |
| Transformers as algorithms: Generalization and stability in in-context learning Y Li, ME Ildiz, D Papailiopoulos, S Oymak International Conference on Machine Learning, 19565-19594, 2023 | 149* | 2023 |
| Mechanics of next token prediction with self-attention Y Li, Y Huang, ME Ildiz, AS Rawat, S Oymak International Conference on Artificial Intelligence and Statistics, 685-693, 2024 | 21 | 2024 |
| Pull or wait: How to optimize query age of information ME Ildiz, OT Yavascan, E Uysal, OT Kartal IEEE Journal on Selected Areas in Information Theory, 2023 | 14 | 2023 |
| Query Age of Information: Optimizing AoI at the Right Time ME Ildiz, OT Yavascan, E Uysal, OT Kartal 2022 IEEE International Symposium on Information Theory (ISIT), 144-149, 2022 | 13 | 2022 |
| From Self-Attention to Markov Models: Unveiling the Dynamics of Generative Transformers ME Ildiz, Y Huang, Y Li, AS Rawat, S Oymak arXiv preprint arXiv:2402.13512, 2024 | 8 | 2024 |
| An Inequality for Query Age of Information and Age of Information ME Ildiz, S Avşar, E Uysal 2022 30th Signal Processing and Communications Applications Conference (SIU …, 2022 | 4 | 2022 |
| Retrieval Augmented Time Series Forecasting K Tire, EO Taga, ME Ildiz, S Oymak arXiv preprint arXiv:2411.08249, 2024 | | 2024 |
| High-dimensional Analysis of Knowledge Distillation: Weak-to-Strong Generalization and Scaling Laws ME Ildiz, HA Gozeten, EO Taga, M Mondelli, S Oymak arXiv preprint arXiv:2410.18837, 2024 | | 2024 |
| Understanding Inverse Scaling and Emergence in Multitask Representation Learning ME Ildiz, Z Zhao, S Oymak International Conference on Artificial Intelligence and Statistics, 4726-4734, 2024 | | 2024 |
| Constructive covers of a finite set Ç Ararat, Ü Gürler, ME Ildız arXiv preprint arXiv:2007.01086, 2020 | | 2020 |
| TimePFN: Effective Multivariate Time Series Forecasting with Synthetic Data EO Taga, ME Ildiz, S Oymak NeurIPS Workshop on Time Series in the Age of Large Models, 0 | | |
