2024-Q2: team updates

Publications

During this quarter, the following papers from my team have been accepted for publication:

• A. Hu, L. Aabel, G. Durisi, S. Jacobsson, M. Coldrey, and C. Fager, “EVM analysis of distributed massive MIMO with 1-bit radio-over-fiber fronthaul,” IEEE Trans. Commun., Jun. 2024, []

• F. Hellström, G. Durisi, B. Guedj, and M. Raginsky, Generalization Bounds: Perspectives from Information Theory and PAC-Bayes. Foundations and Trends in Machine Learning, 2024, to appear. []

• K.-H. Ngo, J. Östman, G. Durisi, and A. Graell i Amat, “Secure aggregation is not private against membership inference attacks,” in Proc. European Conf. Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML PKDD), Vilnius, Lithuania, Sept. 2024. []

• A. Bordbar, L. Aabel, C. Häger, C. Fager, and G. Durisi, “Deep-learning-based channel-estimation for distributed MIMO with 1-bit radio-over-fiber fronthaul,” in Proc. IEEE Int. Symp. Wirel. Comm. Syst. (ISWCS), Rio de Janeiro, Brazil, July 2024. []

• K.-H. Ngo, D. P. Krishnan, K. Okumus, G. Durisi, and E. G. Ström, “Type-based unsourced multiple access,” in Proc. IEEE Int. Workshop Signal Process. Advances Wireless Commun. (SPAWC), (Lucca, Italy), Sept. 2024. []

Furthermore, we have submitted for publication the following papers:

• A. Sauter, A. O. Kislal, G. Durisi, G. Liva, B. Matuz, and E. G. Ström, “Undetected error probability in the short blocklength regime: Approaching finite-blocklength bounds with polar codes,” June 2024.

• K.-H. Ngo, G. Durisi, A. Munari, F. Lazaro, and A. Graell i Amat, “Timely status updates in slotted Aloha networks with energy harvesting,” May 2024. []

Vacancies

• I am looking for a postdoctoral researcher interested in working on machine learning over wireless networks. Deadline: July 30, 2024
• The call for Marie Skłodowska-Curie Postdoctoral Fellowships will close on September 11, 2024. If you are interested in applying for this fellowship to join my team, please get in touch.

Team Members

Dr. Khac-Hoang Ngo, who has been a postdoctoral researcher with our team over the last few years, has secured a very prestigious assistant professor position at Linköping University, in Sweden. Congratulations, Hoang!