Publications

You can also find my articles on my Google Scholar profile.

Quick and Robust Feature Selection: the Strength of Energy-efficient Sparse Training for Autoencoders

Published in In Press: Machine Learning (ECML-PKDD 2022 journal track), 2022

Feature selection using sparse neural networks

Recommended citation: Atashgahi, Z., Sokar, G., van der Lee, T., Mocanu, E., Mocanu, D. C., Veldhuis, R., & Pechenizkiy, M. (2022). Quick and robust feature selection: the strength of energy-efficient sparse training for autoencoders. Machine Learning, 111(1), 377-414. https://arxiv.org/abs/2012.00560

Topological insights into sparse neural networks

Published in ECML PKDD 2020, European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases, 2020

Recommended citation: Liu, S., Van der Lee, T., Yaman, A., Atashgahi, Z., Ferraro, D., Sokar, G., ... & Mocanu, D. C. (2020). Topological insights into sparse neural networks. In Proceedings of European Conference on Machine Learning and Knowledge Discovery in Databases, ECML PKDD 2020, Research Track https://arxiv.org/pdf/2006.14085.pdf