Samet Demir - RankMe

19 papers A* 1C 1Journal 12Unranked 5

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Learning Beyond the Gaussian Data: Learning Dynamics of Neural Networks on an Expressive and Cumulant-Controllable Data Model. CoRR Onat Ure, Samet Demir, Zafer Dogan
2025	A*	`conf`	Asymptotic Analysis of Two-Layer Neural Networks after One Gradient Step under Gaussian Mixtures Data with Structure. ICLR Samet Demir, Zafer Dogan
2025	J	`jnl`	Asymptotic Analysis of Two-Layer Neural Networks after One Gradient Step under Gaussian Mixtures Data with Structure. CoRR Samet Demir, Zafer Dogan
2025	J	`jnl`	Asymptotic Study of In-context Learning with Random Transformers through Equivalent Models. CoRR Samet Demir, Zafer Dogan
2025	—	`conf`	Asymptotic Study of in-Context Learning with Random Transformers Through Equivalent Models. MLSP Samet Demir, Zafer Dogan
2025	—	`conf`	Benefits of Online Tilted Empirical Risk Minimization: A Case Study of Outlier Detection and Robust Regression. MLSP Yigit E. Yildirim, Samet Demir, Zafer Dogan
2025	J	`jnl`	Benefits of Online Tilted Empirical Risk Minimization: A Case Study of Outlier Detection and Robust Regression. CoRR Yigit E. Yildirim, Samet Demir, Zafer Dogan
2025	J	`jnl`	How Data Mixing Shapes In-Context Learning: Asymptotic Equivalence for Transformers with MLPs. CoRR Samet Demir, Zafer Dogan
2025	J	`jnl`	Implicitly Normalized Online PCA: A Regularized Algorithm with Exact High-Dimensional Dynamics. CoRR Samet Demir, Zafer Dogan
2025	—	`conf`	Learning Rate Should Scale Inversely with High-Order Data Moments in High-Dimensional Online Independent Component Analysis. MLSP M. Oguzhan Gultekin, Samet Demir, Zafer Dogan
2025	J	`jnl`	Learning Rate Should Scale Inversely with High-Order Data Moments in High-Dimensional Online Independent Component Analysis. CoRR M. Oguzhan Gultekin, Samet Demir, Zafer Dogan
2025	J	`jnl`	Optimal Attention Temperature Enhances In-Context Learning under Distribution Shift. CoRR Samet Demir, Zafer Dogan
2024	J	`jnl`	Random Features Outperform Linear Models: Effect of Strong Input-Label Correlation in Spiked Covariance Data. CoRR Samet Demir, Zafer Dogan
2024	—	`conf`	Studying Generalization Performance of Random Feature Model through Equivalent Models. SIU Samet Demir, Zafer Dogan
2023	C	`conf`	Optimal Nonlinearities Improve Generalization Performance of Random Features. ACML Samet Demir, Zafer Dogan
2023	J	`jnl`	Optimal Nonlinearities Improve Generalization Performance of Random Features. CoRR Samet Demir, Zafer Dogan
2020	—	`conf`	DeepSmartFuzzer: Reward Guided Test Generation For Deep Learning. AISafety@IJCAI Samet Demir, Hasan Ferit Eniser, Alper Sen
2019	J	`jnl`	DeepSmartFuzzer: Reward Guided Test Generation For Deep Learning. CoRR Samet Demir, Hasan Ferit Eniser, Alper Sen
2019	J	`jnl`	Neural Academic Paper Generation. CoRR Samet Demir, Uras Mutlu, Özgür Özdemir

Kai Greshake, Sahar Abdelnabi, Shailesh Mishra, Christoph Endres, Thorsten Holz, Mario Fritz