1 code implementation • 25 Jun 2021 • Reka A. Kovacs, Oktay Gunluk, Raphael A. Hauser
Binary matrix factorisation is an essential tool for identifying discrete patterns in binary data.
no code implementations • 9 Nov 2020 • Reka A. Kovacs, Oktay Gunluk, Raphael A. Hauser
Identifying discrete patterns in binary data is an important dimensionality reduction tool in machine learning and data mining.
1 code implementation • Transactions of Pattern Analysis and Machine Intelligence 2019 • Armin Eftekhari, Raphael A. Hauser, Andreas Grammenos
This paper introduces Memory-limited Online Subspace Estimation Scheme (MOSES) for both estimating the principal components of data and reducing its dimension.
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