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Distributed optimization and statistical learning via the alternating direction method of multipliers
Statistics machine learning convex optimization framework modern data set data set
2015/8/7
Many problems of recent interest in statistics and machine learning can be posed in the framework of convex optimization. Due to the explosion in size and complexity of modern datasets, it is increasi...
FINDING EXCEPTION FOR ASSOCIATION RULES VIA SQL QUERIES
data mining association rules exceptions
2010/1/13
Finding association rules is mainly based on generating larger and larger
frequent set candidates, starting from frequent attributes in the database. The frequent
sets can be organised as a part of ...