by Shikai Fang, Mike Kirby and Shandian Zhe
code of Bayesian streaming sparse tucker decomposition for UAI 2021
Links for Paper and Supplementary
matlab >= 2016
- Clone this repository.
- See model details in
bayes_sparse_tucker_streaming_seq.m
. Run model withacc_script.m
,alog_script.m
Large dataset:acc, small dataset:alog
Baselines: cp_als, cp_wopt, cp_num (you may have to modify the data-loding path to run baselines)
Check infos for more datasets and baselines in our paper
Please cite our work if you would like to use the code
@article{fangbayesian,
title={Bayesian Streaming Sparse Tucker Decomposition},
author={Fang, Shikai and Kirby, Robert M and Zhe, Shandian}
}