2 papers
stat.ML2026
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…
math.ST2020
Homeostasis phenomenon in predictive inference when using a wrong learning model: a tale of random split of data into training and test sets
Min-ge Xie, Zheshi Zheng
This note uses a conformal prediction procedure to provide further support on several points discussed by Professor Efron (Efron, 2020) concerning prediction, estimation and IID as…