output
20092026
most citedFederated Learning: Strategies for Improving Communication Efficiency

3k citations

1,693 papers

cs.IT2026

Effective DoF Collapse in Sparse Near-Field Beamforming: A Block-Rank-1 Mechanism

Changhao He, Xiaojuan Zhang, Francois Chin Po Shin

Sparse near-field arrays phase-cohere widely separated sub-arrays of elements and underpin distributed MIMO, satellite formations, and integrated sensing and communication.…

eess.SP2026

Second-order optimization of variable projection SVM models and road abnormality detection

Andrea Angino, Matthias Voigt, Rolf Krause +1

We introduce a novel second-order optimization framework for minimizing so-called variable projection functionals. We demonstrate that the proposed framework is especially usefulfo…

cs.NI2026★ 2 cited

Virtual Backhaul Connectivity for Enhanced Coverage in Fiber-Less Areas

Hao Lin, Mustafa A. Kishk, Mohamed-Slim Alouini

This article provides an overview of potential alternatives for providing wireless backhaul in regions that suffer from the lack of fiber optic-connectivity to the core network. Th…

cs.NI2026

RIS-Enabled Integrated Access and Relay: Empowering Collaboration Among BSs

Hao Lin, Mustafa A. Kishk, Mohamed-Slim Alouini

The increasing number of Internet of Things (IoT) devices and applications leads to severe access congestion in conventional base station (BS) networks. Meanwhile, the low transmit…

eess.SY2026

Iterative Single-Loop Coordination of Transmission and Distribution Systems and DER Aggregators with Limited Information Sharing

Robert Sosnowski, Yury Dvorkin, Marcin Baszynski +1

The growing integration of DERs underscores the importance of unified coordination across TSO, DSO, and aggregator levels. This paper proposes a coordination method between TSO, DS…

cs.LG2026

Should All Noises Be Treated Equally: Impact of Input Noise Variability on Neural Network Robustness

Salma Alsinan, Maksim Makarenko, Sixiu Liu +2

Geophysical data collected from active field sites are often contaminated by complex and heterogeneous noise, obscuring weak seismic events, and complicating automated interpretati…