Wei Shung Chung

Wei Shung Chung – Hadoop, HBase, MapReduce, Spark, Spark ML, Machine Learning, Deep Learning

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Monthly Archives: June 2015

Great paper on Large-scale L-BFGS using MapReduce

Posted on June 17, 2015 by BigData Explorer

This is a great paper about implementing an efficient large scale parallel version of L-BFGS algorithm in MapReduce.

http://papers.nips.cc/paper/5333-large-scale-l-bfgs-using-mapreduce.pdf

Posted in Algorithm, Machine Learning, MapReduce / Tagged Algorithm, Machine Learning, MapReduce / Leave a comment

Great tutorial on maximum likelihood estimation

Posted on June 16, 2015 by BigData Explorer

This is an easy and well written tutorial for those who want to get a basic understanding of maximum likelihood estimation. Enjoy !

Tutorial on maximum likelihood estimation

Here are some additional papers

http://cseweb.ucsd.edu/~elkan/250B/logreg.pdf

Posted in Algorithm, Machine Learning / Tagged Algorithm, Machine Learning / Leave a comment

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