Dual-Channel Tensor Neural Networks: Finite-Sample Theory and Conformal Structure Selection

Elynn Chen, Jiayu Li, Zheshi Zheng +1

Tensor-valued data arise naturally in neuroimaging, genomics, climate science, and spatiotemporal networks, where multilinear dependencies across modes carry information that is de…