Mar 7, 2020 · In this paper, we propose a novel fast and efficient NTF algorithm using the element selection approach. We calculate the element importance ...
In this article, we propose a novel fast and efficient NTF algorithm using the element selection approach.
Sep 11, 2024 · In this paper, we propose a novel fast and efficient NTF algorithm using the element selection approach. We calculate the element importance using Lipschitz ...
In this article, we propose a novel fast and efficient NTF algorithm using the element selection approach.
Aug 31, 2024 · Empirical analysis reveals that the proposed algorithm is scalable in terms of tensor size, density, and rank in comparison to the relevant ...
In this paper, we propose a novel fast and efficient NTF algorithm using the element selection approach. We calculate the element importance using Lipschitz ...
Oct 22, 2024 · ... The method is referred to as the tensor clustering in the paper. The applied method in this study is the Saturating Coordinate Descent (SaCD) ...
In this paper, we propose a novel fast and efficient NTF algorithm using the element selection approach. We calculate the element importance using Lipschitz ...
Balasubramaniam, Thirunavukarasu, Nayak, Richi, Yuen, Chau, Kang, U. (2020) Efficient Nonnegative Tensor Factorization via Saturating Coordinate Descent.
Variable Selection for Efficient Nonnegative Tensor Factorization ...
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This paper considers variable selection to reduce the cost of NTF, assuming sparsity of the factor matrices, and shows the effectiveness of the algorithm ...