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https://lirias.kuleuven.be/bitstream/123456789/476545/1/TEL_RecSys.pdf
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## 一言でいうと
Graph Convolutionをプロダクションレベル(30億ノード!)で使用したという金字塔的な論文(Pinterestで使われている)。グラフサイズが膨大なので近傍ノードをサンプリング(ランダムウォーク)で収集しており、収集はCPU・畳み込みはGPUで役割分担しMapReduceで分散処理して高速化している。
### 論文リンク
https://arxi…
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I've watched your presentation on Youtube and noticed that no graph-based recommender systems are tested. So have you ever tried the BD framework on GNN recommender systems? If so, could you tell me t…
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## 🚀 Feature
Can kgcn be used as an example of a recommendation system?
Examples of recommendation systems are few.
KGCN involves neighbor sampling, which is a good example of Nodeflow.
It's als…
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http://stupidjoey.net/2018-10-07-Wide-And-Deep-Learning-for-Recommender-Systems.html
Wide & Deep Learning for Recommender Systems 论文整理
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# Bandits for Recommender Systems
Industry examples, exploration strategies, warm-starting, off-policy evaluation, and more.
[https://eugeneyan.com/writing/bandits/](https://eugeneyan.com/writing/ba…
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# Serendipity: Accuracy’s Unpopular Best Friend in Recommenders
What I learned about measuring diversity, novelty, surprise, and serendipity from 10+ papers.
[https://eugeneyan.com/writing/serendipi…
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## Coursera - Machine Learning
### Unsupervised Leaning and Recommender Systems
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Hi @dibgerge,
A really BIG, BIG thank you for creating this repository and allowing us to do Andrews Ng's ML course in Python! Kudos for the huge effort !
Everything went very smoothly until yest…
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Migrated from json into utteranc.es