tensorregress - Supervised Tensor Decomposition with Side Information
Implement the alternating algorithm for supervised tensor decomposition with interactive side information. Details can be found in the publication Hu, Jiaxin, Chanwoo Lee, and Miaoyan Wang. "Generalized Tensor Decomposition with features on multiple modes." Journal of Computational and Graphical Statistics, Vol. 31, No. 1, 204-218, 2022 <doi:10.1080/10618600.2021.1978471>.
Last updated 2 years ago
1.52 score 1 dependents 11 scripts 277 downloadsdTBM - Multi-Way Spherical Clustering via Degree-Corrected Tensor Block Models
Implement weighted higher-order initialization and angle-based iteration for multi-way spherical clustering under degree-corrected tensor block model. See reference Jiaxin Hu and Miaoyan Wang (2023) <doi:10.1109/TIT.2023.3239521>.
Last updated 2 years ago
1.00 score 194 downloads