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[doc] Updated Machine Learning Challenge Winning Solutions. (#11626)
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demo/README.md

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@@ -73,6 +73,7 @@ XGBoost is extensively used by machine learning practitioners to create state of
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this is a list of machine learning winning solutions with XGBoost.
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Please send pull requests if you find ones that are missing here.
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- Gábor Melis, 1st place winner of [Kaggle Higgs competition](https://github.com/ghl3/higgs-kaggle) conducted between May and September 2014. Link to [discussion](http://no2147483647.wordpress.com/2014/09/17/winning-solution-of-kaggle-higgs-competition-what-a-single-model-can-do/), [code](https://github.com/phunterlau/kaggle_higgs) and [news article](https://atlas.cern/updates/news/machine-learning-wins-higgs-challenge)
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- Bishwarup Bhattacharjee, 1st place winner of [Allstate Claims Severity](https://www.kaggle.com/competitions/allstate-claims-severity/overview) conducted on December 2016. Link to [discussion](https://www.kaggle.com/competitions/allstate-claims-severity/discussion/26416)
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- Benedikt Schifferer, Gilberto Titericz, Chris Deotte, Christof Henkel, Kazuki Onodera, Jiwei Liu, Bojan Tunguz, Even Oldridge, Gabriel De Souza Pereira Moreira and Ahmet Erdem, 1st place winner of [Twitter RecSys Challenge 2020](https://recsys-twitter.com/) conducted from June,20-August,20. [GPU Accelerated Feature Engineering and Training for Recommender Systems](https://medium.com/rapids-ai/winning-solution-of-recsys2020-challenge-gpu-accelerated-feature-engineering-and-training-for-cd67c5a87b1f)
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- Eugene Khvedchenya,Jessica Fridrich, Jan Butora, Yassine Yousfi 1st place winner in [ALASKA2 Image Steganalysis](https://www.kaggle.com/c/alaska2-image-steganalysis/overview). Link to [discussion](https://www.kaggle.com/c/alaska2-image-steganalysis/discussion/168546)

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