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GitHub / ethanhezhao 14 repositories

Research Fellow on Machine Learning @ Monash University, Australia

ethanhezhao/MetaTM

Size: 2.93 KB - Last synced: 8 months ago - Pushed: almost 4 years ago - Stars: 0 - Forks: 0

ethanhezhao/NARM

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

Language: Matlab - Size: 292 KB - Last synced: 8 months ago - Pushed: almost 7 years ago - Stars: 3 - Forks: 2

ethanhezhao/WEDTM

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

Language: Matlab - Size: 3.52 MB - Last synced: 9 months ago - Pushed: over 5 years ago - Stars: 6 - Forks: 3

ethanhezhao/TSL

Size: 3.91 KB - Last synced: 9 months ago - Pushed: almost 4 years ago - Stars: 0 - Forks: 0

ethanhezhao/NeuralSinkhornTopicModel

Neural Topic Model via Optimal Transport, ICLR 2021

Language: Python - Size: 19.1 MB - Last synced: 9 months ago - Pushed: about 3 years ago - Stars: 14 - Forks: 5

ethanhezhao/MetaFTM

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

Language: MATLAB - Size: 3.46 MB - Last synced: 9 months ago - Pushed: almost 4 years ago - Stars: 0 - Forks: 0

ethanhezhao/matlab_gibbs_lda

Language: Matlab - Size: 2.93 KB - Last synced: 9 months ago - Pushed: over 7 years ago - Stars: 0 - Forks: 0

ethanhezhao/MIGA

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

Language: MATLAB - Size: 400 KB - Last synced: 9 months ago - Pushed: almost 4 years ago - Stars: 1 - Forks: 0

ethanhezhao/ethanhezhao.github.io

Language: HTML - Size: 46.8 MB - Last synced: 9 months ago - Pushed: over 1 year ago - Stars: 0 - Forks: 0

ethanhezhao/DirBN

The code for DirBN in NeurIPS 2018

Language: Matlab - Size: 49.1 MB - Last synced: 9 months ago - Pushed: over 5 years ago - Stars: 7 - Forks: 4

ethanhezhao/BMLS

The code of BMLS in AISTATS 2018

Language: C - Size: 985 KB - Last synced: 9 months ago - Pushed: almost 5 years ago - Stars: 1 - Forks: 0

ethanhezhao/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: Python - Size: 11.7 KB - Last synced: 9 months ago - Pushed: about 3 years ago - Stars: 16 - Forks: 3

ethanhezhao/NBVAE

Negative-Binomial VAE for discrete data

Language: Python - Size: 14.2 MB - Last synced: 9 months ago - Pushed: almost 4 years ago - Stars: 18 - Forks: 4

ethanhezhao/MetaLDA

The code for MetaLDA in ICDM 2017

Language: Java - Size: 2.86 MB - Last synced: about 2 months ago - Pushed: over 5 years ago - Stars: 7 - Forks: 4