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cs.LG2026
Large-Scale Bayesian Tensor Reconstruction: An Approximate Message Passing Solution
Bingyang Cheng, Zhongtao Chen, Yichen Jin +4
Tensor CANDECOMP/PARAFAC decomposition (CPD) is a fundamental model for tensor reconstruction. Although the Bayesian framework allows for principled uncertainty quantification and…
cs.LG2025
Deep Unfolding with Kernel-based Quantization in MIMO Detection
Zeyi Ren, Jingreng Lei, Yichen Jin +5
The development of edge computing places critical demands on energy-efficient model deployment for multiple-input multiple-output (MIMO) detection tasks. Deploying deep unfolding m…