Kernelized Multiview Subspace Analysis By Self-Weighted Learning
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DOI: 10.1109/tmm.2020.3032023
Abstract: With the popularity of multimedia technology, information is always represented from multiple views. Even though multiview data can reflect the same sample from different perspectives, multiple views are consistent to some extent because they are… read more here.
Keywords: multiview; multiview data; subspace analysis; kernelized multiview ... See more keywords
Joint Independent Subspace Analysis: Uniqueness and Identifiability
Sign Up to like & getrecommendations! Published in 2019 at "IEEE Transactions on Signal Processing"
DOI: 10.1109/tsp.2018.2880714
Abstract: This paper deals with the identifiability of joint independent subspace analysis (JISA). JISA is a recently-proposed framework that subsumes independent vector analysis (IVA) and independent subspace analysis (ISA). Each underlying mixture can be regarded as… read more here.
Keywords: identifiability; independent subspace; subspace analysis; uniqueness identifiability ... See more keywords