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conftrace_

matrix-variate gaussian

6 papers

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Also known as

MVG

Co-occurring keywords · papers mentioning both

bayesian neural network (3) kronecker product (2) graphical model (2) weight uncertainty (2) inverse covariance (2) sparse inverse covariance (2) sparse estimation (2) variational inference (2) biological network reconstruction (1) confounding covariance (1)

Papers

EiGLasso for Scalable Sparse Kronecker-Sum Inverse Covariance Estimation JMLR 2022 EiGLasso: Scalable Estimation of Cartesian Product of Sparse Inverse Covariance Matrices UAI 2020 Learning Structural Weight Uncertainty for Sequential Decision-Making AISTATS 2018 Learning Structured Weight Uncertainty in Bayesian Neural Networks AISTATS 2017 Structured and Efficient Variational Deep Learning with Matrix Gaussian Posteriors ICML 2016 Efficient inference in matrix-variate Gaussian models with \iid observation noise NeurIPS 2011