394 citations · 438 across the 2 of their papers we have counts for
2 papers
eess.SP2020★ 394 cited
Deep Networks for Direction-of-Arrival Estimation in Low SNR
Georgios K. Papageorgiou, Mathini Sellathurai, Yonina C. Eldar
In this work, we consider direction-of-arrival (DoA) estimation in the presence of extreme noise using Deep Learning (DL). In particular, we introduce a Convolutional Neural Networ…
cs.IT2014★ 44 cited
Robust Linear Regression Analysis - A Greedy Approach
George Papageorgiou, Pantelis Bouboulis, Sergios Theodoridis +1
The task of robust linear estimation in the presence of outliers is of particular importance in signal processing, statistics and machine learning. Although the problem has been st…