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Online Variance Reduction with Mixtures
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README.md
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kmeansis.py
requirements.txt
vrm.py

README.md

Online Variance Reduction with Mixtures

Introduction

This is the implementation of the VRM sampler presented in the paper:

Online Variance Reduction with Mixtures Zalán Borsos, Sebastian Curi, Kfir Y Levy, Andreas Krause. International Conference on Machine Learning (ICML), 2019.

Usage

Install the dependencies with

pip install -r requirements.txt 

Examples for the usage of the sampler are contained in example.ipynb.

License

The code is licenced under the MIT license and free to use by anyone without any restrictions.

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