Tensor factorization using auxiliary information

DOI10.1007/s10618-012-0280-zzbMath1260.68341OpenAlexW2049588365MaRDI QIDQ1944991

Ryota Tomioka, Hisashi Kashima, Kohei Hayashi, Atsuhiro Narita

Publication date: 28 March 2013

Published in: Data Mining and Knowledge Discovery (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1007/s10618-012-0280-z

zbMATH Keywords

tensorsside informationTucker decompositionCP-decompositionmulti-way arrays

Mathematics Subject Classification ID

Learning and adaptive systems in artificial intelligence (68T05)

Related Items (7)

Tensor completion with noisy side information ⋮ Bayesian multi-tensor factorization ⋮ Variational Bayesian inference for CP tensor completion with subspace information ⋮ Scaled Coupled Norms and Coupled Higher-Order Tensor Completion ⋮ Convex Coupled Matrix and Tensor Completion ⋮ An Adaptive Multigrid Method Based on Path Cover ⋮ Large scale tensor regression using kernels and variational inference

Cites Work

• Tensor Decompositions and Applications
• A Singular Value Thresholding Algorithm for Matrix Completion
• Tensor completion and low-n-rank tensor recovery via convex optimization
• The Power of Convex Relaxation: Near-Optimal Matrix Completion

This page was built for publication: Tensor factorization using auxiliary information