Binary matrix factorisation via column generation

Binary matrix factorisation via column generation

Identifying discrete patterns in binary data is an important dimensionality reduction tool in machine learning and data mining. In this paper, we consider the problem of low-rank binary matrix factorisation (BMF) under Boolean arithmetic. Due to the hardness of this problem, most previous attempts r...

书目详细资料
Main Authors:	Kovacs, RA, Gunluk, O, Hauser, R
格式:	Conference item
语言:	English
出版:	Association for the Advancement of Artificial Intelligence 2021

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