Author

A. Zoubir

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Preprint Aug 2026

Resource Allocation for Cloud Radar Networks with Communication Constraints

Distributed radar sensing exploits spatial diversity to resolve occlusions and improve estimation accuracy. Realizing these gains, however, relies on the transmission of high-dimensional radar data to a Fusion Center (FC). This imposes significant demands on the wireless network, especially in dense, dynamic, and inter...

Christian Eckrich, A. Zoubir, Vahid Jamali · 0 citations

#machine learning Preprint Sep 2026

Robust Bayesian Optimization with Q-Exponential Surrogates

Bayesian optimization (BO) is a widely used framework for optimizing expensive black-box objectives, but standard BO methods often use Gaussian process (GP) surrogates whose Gaussian assumption is sensitive to outliers and heavy-tailed noise. We introduce q-ED-BO, a robust BO method whose surrogate follows a univariate...

Richard Cornelius Suwandi, Zhi-Di Lin, Feng Yin et al. · 0 citations