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Block-Term tensor decomposition (BTD)

Yuichiro Minato

2023/04/21 03:42

テンソル分解手法で、CP分解とタッカー分解を組み合わせて、コアテンソルとタッカーランクを持つ行列の和で書いたもので提案されている。PはCPランクで、Rはタッカーランク

The proposed method combines CP decomposition and Tucker decomposition using a sum of a core tensor and a matrix with Tucker rank. P is CP rank and R is Tucker rank

A Tensorized Transformer for Language Modeling

https://arxiv.org/pdf/1906.09777.pdf

Block-Term Tensor Decomposition: Model Selection and Computation

https://arxiv.org/abs/2002.09759

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