617 citations · 1.4k across the 12 of their papers we have counts for
3 papers · 1 filter
Feature Learning from Incomplete EEG with Denoising Autoencoder
Junhua Li, Zbigniew Struzik, Liqing Zhang +1
An alternative pathway for the human brain to communicate with the outside world is by means of a brain computer interface (BCI). A BCI can decode electroencephalogram (EEG) signal…
Bayesian Robust Tensor Factorization for Incomplete Multiway Data
Qibin Zhao, Guoxu Zhou, Liqing Zhang +2
We propose a generative model for robust tensor factorization in the presence of both missing data and outliers. The objective is to explicitly infer the underlying low-CP-rank ten…
Bayesian CP Factorization of Incomplete Tensors with Automatic Rank Determination
Qibin Zhao, Liqing Zhang, Andrzej Cichocki
CANDECOMP/PARAFAC (CP) tensor factorization of incomplete data is a powerful technique for tensor completion through explicitly capturing the multilinear latent factors. The existi…