Sep. 2022: 3 PhD positions available in my team
My research area is information theory, a mathematical discipline that deals with optimal methods for representing, communicating and storing digital information. I’m currently interested in a broad range of topics:
the characterization of the trade-off between latency, reliability and throughput in the transmission of digital information over both wireless and optical fiber channels
the design of next-generation broadband cellular systems operating on the millimeter-wave part of the wireless spectrum and relying on advanced massive multi-antenna solutions
the development of low-latency ultra-reliable communication systems.
the development of a theory able to explain the astounding performance of deep neural networks.
I strive to find mathematically elegant solutions to practically relevant engineering problems in the field of information transmission and processing. Aiming for clarity and precision as well as making my research reproducible are among my top priorities.
My blog: short packets
The Swedish Foundation for Strategic Research has granted a new project to our group
Two papers from our team at NeurIPS 2022 on information-theoretic generalization bounds
Our funding proposal on information-theoretic generalization bounds for learning and metalearning has been approved
Joint detection and decoding for short-packet transmission
4 papers at this year’s Asilomar conference from our team
The Swedish Research Council has approved a new research project in our group
Plenary talk at the 2021 Information Theory Workshop
Members of our group will present three papers at this year IEEE International Symposium on Information Theory
We have just uploaded the matlab code to reproduce the results reported in two recently published papers
Two postdoctoral researchers in our team received prestigious individual fellowships
A general approach to derive bounds on the generalization error of randomized learning algorithms—to appear in the Journal on Selected Areas in Information T...
How should one design a massive MIMO system so that it can support URLLC? In a recent article, we provide guidelines based on nonasymptotic information theory