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.
2022Neural 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]
2020Diagonalizable 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.