Tensor Noise Reduction and Completion Methods

Documentation for package ‘TensorComplete’ version 0.1.0

Altopt	Alternating optimization of the weighted classification loss
bic	Bayesian Information Criterion (BIC) value.
fit_continuous_cp	Signal tensor estimation from a noisy and incomplete data tensor based on CP low rank tensor method.
fit_continuous_tucker	Signal tensor estimation from a noisy and incomplete data tensor based on the Tucker model.
fit_nonparaT	Main function for nonparametric tensor estimation and completion based on low sign rank model.
fit_ordinal	Main function for parametric tensor estimation and completion based on ordinal observations.
likelihood	Log-likelihood function (cost function).
predict_ordinal	Predict ordinal-valued tensor entries from the cumulative logistic model.
realization	An ordinal-valued tensor randomly simulated from the cumulative model.