Given the complexity of data science projects and related demand for human expertise, automation has the potential to transform the data science process.
Holger H. Hoos
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Understanding the Empirical Hardness of NP-Complete Problems
Using machine learning to predict algorithm runtime.
Avoid premature commitment, seek design alternatives, and automatically generate performance-optimized software.
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