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Cover image for Automatic Selection of MapReduce Machine Learning Algorithms: A Model Building Approach

1.

Automatic Selection of MapReduce Machine Learning Algorithms: A Model Building Approach

by

Franklin, Bryan M., author.

http://gateway.proquest.com/openurl?url_ver=Z39.88-2004&rft_val_fmt=info:ofi/fmt:kev:mtx:dissertation&res_dat=xri:pqm&rft_dat=xri:pqdiss:10791719

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different types of learning algorithms varies. Parallel algorithms perform well when enough computing

Cover image for Provable and Practical Algorithms for Non-Convex Problems in Machine Learning

2.

Provable and Practical Algorithms for Non-Convex Problems in Machine Learning

by

Yuan, Yang, author.

http://gateway.proquest.com/openurl?url_ver=Z39.88-2004&rft_val_fmt=info:ofi/fmt:kev:mtx:dissertation&res_dat=xri:pqm&rft_dat=xri:pqdiss:10814646

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Fourier analysis and compressed sensing for tuning hyperparameters. Harmonica supports parallel sampling

Cover image for Essays in Machine Learning, Social Networks and Marketing

3.

Essays in Machine Learning, Social Networks and Marketing

by

Nathan, Alexandros, author.

http://gateway.proquest.com/openurl?url_ver=Z39.88-2004&rft_val_fmt=info:ofi/fmt:kev:mtx:dissertation&res_dat=xri:pqm&rft_dat=xri:pqdiss:10822061

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distributed) has not been studied extensively. We propose two doubly distributed optimization algorithms. The

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