Which Factorization Machine Modeling is Better: A Theoretical Answer with Optimal Guarantee

30 Jan 2019Ming LinShuang QiuJieping YeXiaomin SongQi QianLiang SunShenghuo ZhuRong Jin

Factorization machine (FM) is a popular machine learning model to capture the second order feature interactions. The optimal learning guarantee of FM and its generalized version is not yet developed... (read more)

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