Rank regularization and Bayesian inference for tensor completion and
extrapolation

Rank regularization and Bayesian inference for tensor completion and extrapolation

31 January 2013

Gonzalo Mateos

Papers citing "Rank regularization and Bayesian inference for tensor completion and extrapolation"

9 / 9 papers shown

Title
Tensor Completion via Integer Optimization Xin Chen S. Kudva Yongzheng Dai Anil Aswani Chen Chen 29 0 0 06 Feb 2024
Low Rank Optimization for Efficient Deep Learning: Making A Balance between Compact Architecture and Fast Training Xinwei Ou Zhangxin Chen Ce Zhu Yipeng Liu 38 4 0 22 Mar 2023
Variational Bayesian inference for CP tensor completion with side information S. Budzinskiy N. Zamarashkin 19 1 0 24 Jun 2022
Generalization error bounds for kernel matrix completion and extrapolation Pere Giménez-Febrer A. Pagés-Zamora G. Giannakis 25 8 0 20 Jun 2019
Bayesian Tensorized Neural Networks with Automatic Rank Selection Cole Hawkins Zheng-Wei Zhang BDL 25 52 0 24 May 2019
Coupled Graphs and Tensor Factorization for Recommender Systems and Community Detection V. Ioannidis Ahmed S. Zamzam G. Giannakis N. Sidiropoulos 13 50 0 22 Sep 2018
Tensor Completion Algorithms in Big Data Analytics Qingquan Song Hancheng Ge James Caverlee Xia Hu 34 229 0 28 Nov 2017
Subspace Learning and Imputation for Streaming Big Data Matrices and Tensors Morteza Mardani Gonzalo Mateos G. Giannakis 41 182 0 17 Apr 2014
Nonparametric Basis Pursuit via Sparse Kernel-based Learning J. Bazerque G. Giannakis 44 51 0 21 Feb 2013