47 citations · 50 across the 3 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.LG2024★ 2 cited
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.SP2022★ 47 cited
Coordinated Sum-Rate Maximization in Multicell MU-MIMO with Deep Unrolling
Lukas Schynol, Marius Pesavento
Coordinated weighted sum-rate maximization in multicell MIMO networks with intra- and intercell interference and local channel state at the base stations is recognized as an import…