Algorithmic aspects of machine learning / Ankur Moitra, Massachusetts Institute of Technology.

This book bridges theoretical computer science and machine learning by exploring what the two sides can teach each other. It emphasizes the need for flexible, tractable models that better capture not what makes machine learning hard, but what makes it easy. Theoretical computer scientists will be in...

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