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[D] Which tasks in machine learning requires exact decimal multiplication?

Exact addition, subtraction, multiplication, and division of real numbers is a challenge for machine learning models.
Neural networks can approximate complex functions. However, when extrapolating to out-of-distribution samples on arithmetic operations neural networks often fail. I would like to gather a set of applications requiring exact arithmetic of real numbers – do you have any ideas?

submitted by /u/alrojo
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Toronto AI is a social and collaborative hub to unite AI innovators of Toronto and surrounding areas. We explore AI technologies in digital art and music, healthcare, marketing, fintech, vr, robotics and more. Toronto AI was founded by Dave MacDonald and Patrick O'Mara.