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@myui
myui committed Feb 5, 2015
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Expand Up @@ -43,6 +43,8 @@ _My recommendation is AdaDelta and AdaGrad, while it depends._

## Recommendation

* Matrix Factorization (sgd, adagrad)

* Minhash (LSH with jaccard index)

## k-Nearest Neighbor
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* Makoto Yui. ``Hivemall: Scalable Machine Learning Library for Apache Hive'',
[2014 Hadoop Summit](http://hadoopsummit.org/san-jose/), June 2014. \[[slide](http://www.slideshare.net/myui/hivemall-hadoop-summit-2014-san-jose)]

* Makoto Yui and Isao Kojima. ``Hivemall: Hive scalable machine learning library'' (demo / no public proceeding),
* Makoto Yui and Isao Kojima. ``Hivemall: Hive scalable machine learning library'' (demo),
[NIPS 2013 Workshop on Machine Learning Open Source Software: Towards Open Workflows](https://mloss.org/workshop/nips13/), Dec 2013.

* Makoto Yui and Isao Kojima. ``A Database-Hadoop Hybrid Approach to Scalable Machine Learning'',
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