Peer-reviewed publications with links to code and other material when available.

Geometrically Principled Connections in Graph Neural Networks

S. Gong+, M. Bahri+, M. M. Bronstein, S. Zafeiriou, accepted for publication in IEEE CVPR 2020.

+ denotes joint first-authorship. arXiv

Robust Kronecker Component Analysis

M. Bahri, Y. Panagakis, and S. Zafeiriou, in IEEE Transactions on Pattern Analysis and Machine Intelligence (PAMI), Special Issue on Compact and Efficient Feature Representation and Learning in Computer Vision, 2019.

arXiv IEEE Xplore

Robust Kronecker-Decomposable Component Analysis for Low-Rank Modeling

KDRSDL figure from paper

M. Bahri, Y. Panagakis, and S. Zafeiriou, in International Conference on Computer Vision (ICCV) 2017, accepted for publication, Jul. 2017

Code - arXiv - ICCV 2017 proceedings - supplementary material - BibTex

Robust Low-rank Tensor Modelling Using Tucker and CP Decomposition

N. Xue, G. Papamakarios, M. Bahri, Y. Panagakis, and S. Zafeiriou, in European Signal Processing Conference (EUSIPCO) 2017, special session on Component Analysis for Computer Vision, accepted for publication, 2017