Convex Optimization and Extensions, with a View Toward Large-Scale Problems
Machine learning is a major source of interesting optimization problems of current interest. These problems tend to be challenging because of their enormous scale, which makes it difficult to apply traditional optimization algorithms. We explore three avenues to designing algorithms suited to handli...
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| Language: | English |
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2020
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| Online Access: | https://doi.org/10.7916/d8-3xgm-1s54 |