no code implementations • 28 Sep 2023 • Samet Demir, Zafer Doğan
Random feature model with a nonlinear activation function has been shown to perform asymptotically equivalent to a Gaussian model in terms of training and generalization errors.
1 code implementation • 2 Dec 2019 • Samet Demir, Uras Mutlu, Özgur Özdemir
In this work, we tackle the problem of structured text generation, specifically academic paper generation in $\LaTeX{}$, inspired by the surprisingly good results of basic character-level language models.
1 code implementation • 24 Nov 2019 • Samet Demir, Hasan Ferit Eniser, Alper Sen
Among those, CGF aims to produce new test inputs by fuzzing existing ones to achieve high coverage on a test adequacy criterion (i. e. coverage criterion).