activity
20172024
most citedOver-The-Air Computation in Correlated Channels

22 citations · 85 across the 13 of their papers we have counts for

collaborators

14 papers

eess.SP2024★ 1 cited

An Age of Information Characterization of SPS

Maria Bezmenov, Matthias Frey, Zoran Utkovski +1

We derive a closed-form approximation of the stationary distribution of the Age of Information (AoI) of the semi-persistent scheduling (SPS) protocol which is a core part of NR-V2X…

cs.IT2024★ 2 cited

Simultaneous Computation and Communication over MAC

Matthias Frey, Igor Bjelaković, Michael C. Gastpar +1

We study communication over a Gaussian multiple-access channel (MAC) with two types of transmitters: Digital transmitters hold a message from a discrete set that needs to be commun…

stat.ML2022

Inverse Feasibility in Over-the-Air Federated Learning

Tomasz Piotrowski, Rafail Ismayilov, Matthias Frey +1

We introduce the concept of inverse feasibility for linear forward models as a tool to enhance OTA FL algorithms. Inverse feasibility is defined as an upper bound on the condition…

cs.IT2022

A Learning-Based Approach to Approximate Coded Computation

Navneet Agrawal, Yuqin Qiu, Matthias Frey +4

Lagrange coded computation (LCC) is essential to solving problems about matrix polynomials in a coded distributed fashion; nevertheless, it can only solve the problems that are rep…

cs.IT2022★ 1 cited

Semantic Security with Infinite Dimensional Quantum Eavesdropping Channel

Matthias Frey, Igor Bjelaković, Janis Nötzel +1

We propose a new proof method for direct coding theorems for wiretap channels where the eavesdropper has access to a quantum version of the transmitted signal on an infinite-dimens…

cs.IT2021★ 22 cited

Over-The-Air Computation in Correlated Channels

Matthias Frey, Igor Bjelakovic, Slawomir Stanczak

This paper addresses the problem of Over-The-Air (OTA) computation in wireless networks which has the potential to realize huge efficiency gains for instance in training of distrib…