1 citations · 1 across the 1 of their papers we have counts for
3 papers
eess.SP2026★ 1 cited
Hybrid Downlink Beamforming with Outage Constraints under Imperfect CSI using Model-Driven Deep Learning
Lukas Schynol, Marius Pesavento
We consider energy-efficient multi-user hybrid downlink beamforming (BF) and power allocation under imperfect channel state information (CSI) and probabilistic outage constraints.…
cs.LG2025
Adaptive Anomaly Detection in Network Flows with Low-Rank Tensor Decompositions and Deep Unrolling
Lukas Schynol, Marius Pesavento
Anomaly detection (AD) is increasingly recognized as a key component for ensuring the resilience of future communication systems. While deep learning has shown state-of-the-art AD…
eess.SP2025
Decentralized Singular Value Decomposition for Large-scale Distributed Sensor Networks
Yufan Fan, Marius Pesavento
This article studies the problem of decentralized Singular Value Decomposition (d-SVD), which is fundamental in various signal processing applications. Two scenarios are considered…