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Source code for paper Deep Multi-view Information Bottleneck

Usage

multi_view_IB.py is the script to run the experiments.

data/create_data.m is the script to generate the synthetic data in the paper.

Citation

As you use this code for your exciting discoveries, please cite the paper below:

Qi Wang, Claire Boudreau, Qixing Luo, Pang-Ning Tan, and Jiayu Zhou. "Deep Multi-view Information Bottleneck." In Proceedings of the 2019 SIAM International Conference on Data Mining