3 papers
cs.IT2026
Learning Sparsifying Transforms for mmWave Communication via -Norm Maximization
Sueda Taner, Christoph Studer
The high directionality of wave propagation at millimeter-wave (mmWave) carrier frequencies results in only a small number of significant transmission paths between user equipments…
cs.IT2025
CSI2Vec: Towards a Universal CSI Feature Representation for Positioning and Channel Charting
Victoria Palhares, Sueda Taner, Christoph Studer
Natural language processing techniques, such as Word2Vec, have demonstrated exceptional capabilities in capturing semantic and syntactic relationships of text through vector embedd…
math.OC2025
Cauchy-Schwarz Regularizers
Sueda Taner, Ziyi Wang, Christoph Studer
We introduce a novel class of regularization functions, called Cauchy-Schwarz (CS) regularizers, which can be designed to induce a wide range of properties in solution vectors of o…