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Distributed Optimization and Statistical Learning via the Alternating
- Item No : 176643643988
- Condition : Brand New
- Brand : No brand Info
- Seller : loveourprices2
- Current Bid : US $90.32
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* Item Description
- Due to the explosion in size and complexity of modern datasets, it is increasingly important to be able to solve problems with a very large number of features or training examples. After briefly surveying the theory and history of the algorithm, it discusses applications to a wide variety of statistical and machine learning problems of recent interest, including the lasso, sparse logistic regression, basis pursuit, covariance selection, support vector machines, and many others.
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