Publications
You can find a complete publication list on my Google Scholar profile.
- M. Toftås, E. Klefbom, E. Listo Zec, M. Willbo, O. Mogren Concept-aware clustering for decentralized deep learning under temporal shift 2023 ICML Workshop on Federated Learning and Analytics in Practice: Algorithms, Systems, Applications, and Opportunities bibtex
- E. Ekblom, E. Listo Zec, O. Mogren EFFGAN: Ensembles of fine-tuned federated GANs 2022 IEEE Internatinal Conference on Big Data bibtex
- E. Listo Zec, O. Mogren, AC. Mellquist, S Fallahi, P Algurén Residual value prediction using deep learning 2022 IEEE International Conference on Big Data bibtex
- E. Listo Zec, E. Ekblom, M. Willbo, O. Mogren, S. Girdzijauskas Decentralized adaptive clustering of deep nets is beneficial for client collaboration FL-IJCAI’22: International Workshop on Trustworthy Federated Learning bibtex
- M. Isaksson, E. Listo Zec, R. Cöster, D. Gillblad, S. Girdzijauskas Adaptive Expert Models for Personalization in Federated Learning FL-IJCAI’22: International Workshop on Trustworthy Federated Learning bibtex
- N. Onoszko, G. Karlsson, O. Mogren, E. Listo Zec Decentralized federated learning of deep neural networks on non-iid data 2021 Workshop on Federated Learning for User Privacy and Data Confidentiality at the 38th International Conference on Machine Learning bibtex
- E. Listo Zec, J. Martinsson, O. Mogren, L.R. Sütfeld, D. Gillblad Specialized federated learning using a mixture of experts arXiv preprint 2020 bibtex
- D. Ericsson, A. Östberg, E. Listo Zec, J. Martinsson, O. Mogren Adversarial representation learning for private speech generation Presented at the workshop on self-supervision in audio and speech at the 37th International Conference on Machine Learning (ICML) 2020 bibtex
- J. Martinsson, E. Listo Zec, D. Gillblad, O. Mogren Adversarial representation learning for synthetic replacement of private attributes arXiv preprint 2020 bibtex
- H. Arnelid, E. Listo Zec, N. Mohammadiha Recurrent Conditional Generative Adversarial Networks for Autonomous Driving Sensor Modelling. 2019 22nd International Conference on Intelligent Transportation Systems (ITSC). bibtex
- E. Listo Zec, O. Mogren Grammatical gender in Swedish is predictable using recurrent neural networks. 2019 Proceedings of the 15th Swecog Conference, pp 43-45.
- E. Listo Zec, H. Arnelid, N. Mohammadiha Recurrent Conditional GANs for Time Series Sensor Modelling. Presented at ICML Time Series Workshop 2019.
- E. Listo Zec, N. Mohammadiha, A. SchliepStatistical sensor modelling for autonomous driving using autoregressive input-output HMMs. 2018 21st International Conference on Intelligent Transportation Systems (ITSC). bibtex
- E. Listo Zec Probabilistic Modelling of Sensors in Autonomous Vehicles. Master thesis 2017.