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He Zhao's Projects

bmls icon bmls

The code of BMLS in AISTATS 2018

dirbn icon dirbn

The code for DirBN in NeurIPS 2018

metaftm icon metaftm

The code of the project that extends the paper "A Word Embeddings Informed Focused Topic Model"

miga icon miga

MIGA is a short text clustering/aggregation topic model that leverages document metadata

narm icon narm

The code for the paper "Leveraging Node Attributes for Incomplete Relational Data" in ICML 2017

nbvae icon nbvae

Negative-Binomial VAE for discrete data

tensorflow_pytorch_sinkhorn_ot icon tensorflow_pytorch_sinkhorn_ot

Tensorflow (1.0 or 2.0) and Pytorch implementations of the Sinkhorn algorithm [1] for computing the optimal transport (OT) distance between two discrete distributions.

wedtm icon wedtm

The code for the paper "Inter and Intra Topic Structure Learning with Word Embeddings" in ICML 2018.

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