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By drawing several straight lines that cross one point on a piece of paper, we arrive at one of the most fascinating mathematical theories: Committee theory not only has a number of practical applications like pattern recognition – a central branch of machine learning – but also searches for collective solutions to problems that have no familiar solution at all.