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Muhammed Emrullah Ildiz
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Journal Articles
- 2023
- [j2]Muhammed Emrullah Ildiz
, Orhan Tahir Yavascan
Pull or Wait: How to Optimize Query Age of Information. IEEE J. Sel. Areas Inf. Theory 4: 794-807 (2023) - 2020
- [j1]Salman Ul Hassan Dar, Mahmut Yurt, Mohammad Shahdloo
Prior-Guided Image Reconstruction for Accelerated Multi-Contrast MRI via Generative Adversarial Networks. IEEE J. Sel. Top. Signal Process. 14(6): 1072-1087 (2020)
Conference and Workshop Papers
- 2024
- [c6]Yingcong Li, Yixiao Huang
Mechanics of Next Token Prediction with Self-Attention. AISTATS 2024: 685-693 - [c5]Muhammed Emrullah Ildiz, Zhe Zhao, Samet Oymak:
Understanding Inverse Scaling and Emergence in Multitask Representation Learning. AISTATS 2024: 4726-4734 - [c4]Muhammed Emrullah Ildiz, Yixiao Huang, Yingcong Li, Ankit Singh Rawat, Samet Oymak:
From Self-Attention to Markov Models: Unveiling the Dynamics of Generative Transformers. ICML 2024 - 2023
- [c3]Yingcong Li, Muhammed Emrullah Ildiz, Dimitris Papailiopoulos, Samet Oymak:
Transformers as Algorithms: Generalization and Stability in In-context Learning. ICML 2023: 19565-19594 - 2022
- [c2]Muhammed Emrullah Ildiz, Orhan Tahir Yavascan, Elif Uysal
Query Age of Information: Optimizing AoI at the Right Time. ISIT 2022: 144-149 - [c1]Muhammed Emrullah Ildiz, Semanur Avsar, Elif Uysal
An Inequality for Query Age of Information and Age of Information. SIU 2022: 1-4
Informal and Other Publications
- 2024
- [i6]Muhammed Emrullah Ildiz, Yixiao Huang
From Self-Attention to Markov Models: Unveiling the Dynamics of Generative Transformers. CoRR abs/2402.13512 (2024) - [i5]Yingcong Li, Yixiao Huang
Mechanics of Next Token Prediction with Self-Attention. CoRR abs/2403.08081 (2024) - [i4]Muhammed Emrullah Ildiz, Halil Alperen Gozeten, Ege Onur Taga, Marco Mondelli, Samet Oymak:
High-dimensional Analysis of Knowledge Distillation: Weak-to-Strong Generalization and Scaling Laws. CoRR abs/2410.18837 (2024) - 2023
- [i3]Yingcong Li, Muhammed Emrullah Ildiz, Dimitris S. Papailiopoulos, Samet Oymak:
Transformers as Algorithms: Generalization and Implicit Model Selection in In-context Learning. CoRR abs/2301.07067 (2023) - 2021
- [i2]Muhammed Emrullah Ildiz, Orhan Tahir Yavascan, Elif Uysal, Özkan Tugberk Kartal:
Pull or Wait: How to Optimize Query Age of Information. CoRR abs/2111.02309 (2021) - 2018
- [i1]Salman Ul Hassan Dar, Mahmut Yurt, Mohammad Shahdloo
Synergistic Reconstruction and Synthesis via Generative Adversarial Networks for Accelerated Multi-Contrast MRI. CoRR abs/1805.10704 (2018)
Coauthor Index
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