ethanhezhao

He Zhao's repositories

NBVAE

Negative-Binomial VAE for discrete data

Language:PythonMIT18 3 1

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.

Language:PythonMIT18 10

NeuralSinkhornTopicModel

Neural Topic Model via Optimal Transport, ICLR 2021

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DirBN

The code for DirBN in NeurIPS 2018

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MetaLDA

The code for MetaLDA in ICDM 2017

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WEDTM

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

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NARM

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

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BMLS

The code of BMLS in AISTATS 2018

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MIGA

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

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ethanhezhao.github.io

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matlab_gibbs_lda

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MetaFTM

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

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MetaTM

MIT01 1

TSL

MIT010