4 papers
Support-Aware Telemetry Compression for 5G Positioning via Conditional Conflict Graphs
Mohammad Reza Deylam Salehi, Hakima Chaouchi
Geographically separated transmission/reception points (TRPs) report quantized measurements to a Location Management Function (LMF), even when the application requires only a coars…
Fairness Scheduling for Coded Caching in Multi-AP Wireless Local Area Networks
Kagan Akcay, MohammadJavad Salehi, Giuseppe Caire
Coded caching (CC) exploits cumulative cache memory at user devices and coding to transform unicast traffic into multicast transmissions. While information theoretic results show s…
Mixture-of-Experts under Finite-Rate Gating: Communication--Generalization Trade-offs
Ali Khalesi, Mohammad Reza Deylam Salehi
Mixture-of-Experts (MoE) architectures decompose prediction tasks into specialized expert sub-networks selected by a gating mechanism. This letter adopts a communication-theoretic…
Typical Solutions of Multi-User Linearly-Decomposable Distributed Computing
Ali Khalesi, Mohammad Reza Deylam Salehi
We solve, in the typical-case sense, the multi-sender linearly-decomposable distributed computing problem introduced by tessellated distributed computing. We model real-valued enco…