15 citations · 23 across the 3 of their papers we have counts for
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cs.LG2020★ 15 cited
Efficient Nonnegative Tensor Factorization via Saturating Coordinate Descent
Thirunavukarasu Balasubramaniam, Richi Nayak, Chau Yuen
With the advancements in computing technology and web-based applications, data is increasingly generated in multi-dimensional form. This data is usually sparse due to the presence…
cs.LG2020★ 6 cited
Columnwise Element Selection for Computationally Efficient Nonnegative Coupled Matrix Tensor Factorization
Thirunavukarasu Balasubramaniam, Richi Nayak, Chau Yuen
Coupled Matrix Tensor Factorization (CMTF) facilitates the integration and analysis of multiple data sources and helps discover meaningful information. Nonnegative CMTF (N-CMTF) ha…