Spectral Ergodicity in Deep Learning Architectures via Surrogate Random Matrices. - Mehmet Süzen; Cornelius Weber; Joan J. Cerdà (CoRR, 2017)

HARK Side of Deep Learning - From Grad Student Descent to Automated Machine Learning. - Oguzhan Gencoglu; Mark J. van Gils; Esin Guldogan; Chamin Morikawa; Mehmet Süzen; Mathias Gruber; Jussi Leinonen; Heikki Huttunen (CoRR, 2019)

Generalised learning of time-series: Ornstein-Uhlenbeck processes. - Mehmet Süzen; Alper Yegenoglu (CoRR, 2019)

Periodic Spectral Ergodicity: A Complexity Measure for Deep Neural Networks and Neural Architecture Search. - Mehmet Süzen; Joan J. Cerdà; Cornelius Weber (CoRR, 2019)

Equivalence in Deep Neural Networks via Conjugate Matrix Ensembles. - Mehmet Süzen (CoRR, 2020)