Demir, Samet

3 publications

ICLR 2025 Asymptotic Analysis of Two-Layer Neural Networks After One Gradient Step Under Gaussian Mixtures Data with Structure Samet Demir, Zafer Dogan

NeurIPS 2025 How Data Mixing Shapes In-Context Learning: Asymptotic Equivalence for Transformers with MLPs Samet Demir, Zafer Dogan

ACML 2023 Optimal Nonlinearities Improve Generalization Performance of Random Features Samet Demir, Zafer Doğan