Preprints (arXiv), workshop/conference/journal papers, slides, posters & software.
  1. "On the Relationship between Online Optimizers and Recursive Filters", Ö. D. Akyıldız, V. Elvira, J. F. Bes, J. Miguez. NIPS Workshop on Optimizing the Optimizers, December 2016, Barcelona, Spain, [pdf], [poster].
  2. "Matrix Factorisation with Linear Filters", Ö. D. Akyıldız, September 2015, [arXiv], [discussion], [slides].
  3. "Online Matrix Factorisation via Broyden Updates," Ö. D. Akyıldız, June 2015, [arXiv], [MLSS poster].
  4. "Primal-Dual Algorithms for Audio Decomposition Using Mixed Norms", İ. Bayram and D. Akyıldız. Signal, Image and Video Processing, 8(1):95-110, January 2014. [pdf].
  5. "An Analysis Prior Based Decomposition Method for Audio Signals," Ö. D. Akyıldız, İ. Bayram, EUSIPCO 2012.