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cs.IT2026
Adaptive Unequal Error Protection for Semantic Split Learning over Wireless Channels
Vukan Ninkovic, Dejan Vukobratovic, Dragisa Miskovic +1
We propose a task-aware semantic split learning (SL) framework for wireless edge-cloud inference, in which the reliability of transmitted latent representations is dynamically adap…
cs.IT2022
Distributed Inference over Linear Models using Alternating Gaussian Belief Propagation
Mirsad Cosovic, Dragisa Miskovic, Muhamed Delalic +2
We consider the problem of maximum likelihood estimation in linear models represented by factor graphs and solved via the Gaussian belief propagation algorithm. Motivated by massiv…