暂无分享,去创建一个
[1] José M. F. Moura,et al. Discrete Signal Processing on Graphs , 2012, IEEE Transactions on Signal Processing.
[2] P. Tseng. Convergence of a Block Coordinate Descent Method for Nondifferentiable Minimization , 2001 .
[3] Michael I. Jordan,et al. Learning graphical models for stationary time series , 2004, IEEE Transactions on Signal Processing.
[4] Mário A. T. Figueiredo,et al. Gradient Projection for Sparse Reconstruction: Application to Compressed Sensing and Other Inverse Problems , 2007, IEEE Journal of Selected Topics in Signal Processing.
[5] Robert D. Nowak,et al. Causal Network Inference Via Group Sparse Regularization , 2011, IEEE Transactions on Signal Processing.
[6] Pablo A. Parrilo,et al. Latent variable graphical model selection via convex optimization , 2010, 2010 48th Annual Allerton Conference on Communication, Control, and Computing (Allerton).
[7] N. Meinshausen,et al. High-dimensional graphs and variable selection with the Lasso , 2006, math/0608017.
[8] José M. F. Moura,et al. Big Data Analysis with Signal Processing on Graphs: Representation and processing of massive data sets with irregular structure , 2014, IEEE Signal Processing Magazine.
[9] S T Roweis,et al. Nonlinear dimensionality reduction by locally linear embedding. , 2000, Science.
[10] Mark Newman,et al. Networks: An Introduction , 2010 .
[11] J. Tenenbaum,et al. A global geometric framework for nonlinear dimensionality reduction. , 2000, Science.
[12] José M. F. Moura,et al. Discrete Signal Processing on Graphs: Frequency Analysis , 2013, IEEE Transactions on Signal Processing.
[13] R. Tibshirani,et al. Sparse inverse covariance estimation with the graphical lasso. , 2008, Biostatistics.
[14] Michael I. Jordan,et al. Loopy Belief Propagation for Approximate Inference: An Empirical Study , 1999, UAI.
[15] Bin Yu,et al. High-dimensional covariance estimation by minimizing ℓ1-penalized log-determinant divergence , 2008, 0811.3628.
[16] Dimitri P. Bertsekas,et al. Convex Analysis and Optimization , 2003 .
[17] Lieven Vandenberghe,et al. Topology Selection in Graphical Models of Autoregressive Processes , 2010, J. Mach. Learn. Res..