Panagiotis Misiakos

Address Universitätstrasse 6, 8092 Zürich, Switzerland
Office CAB H 65

I am a PhD student of Markus Püschel. My research interests include applications of mathematics in Signal Processing and Machine Learning. Currently, I am working on continuous optimization methods for DAG learning motivated by a Causal Signal Processing viewpoint.



Neural Network Approximation based on Hausdorff distance of Tropical Zonotopes
Panagiotis Misiakos, Georgios Smyrnis, Georgios Retsinas, Petros Maragos
In International Conference on Learning Representations (ICLR) [pdf] [poster] [slides]


Diagonalizable Shift and Filters for Directed Graphs Based on the Jordan-Chevalley Decomposition
Panagiotis Misiakos, Chris Wendler, Markus Püschel
Proc. International Conference on Acoustics, Speech, and Signal Processing (ICASSP) [pdf] [poster]


  • FS 2022, teaching assistant in Introduction to Machine Learning.


Master (M.Eng.) in Engineering, School of Electrical and Computer Engineering, National Technical University of Athens, Greece. Thesis (in Greek) supervised by Petros Maragos. November 2021