A probabilistic interpretation of sampling theory of graph signals
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[1] Antonio Ortega,et al. Active semi-supervised learning using sampling theory for graph signals , 2014, KDD.
[2] Roman Garnett,et al. Σ-Optimality for Active Learning on Gaussian Random Fields , 2013, NIPS.
[3] Andreas Krause,et al. Near-Optimal Sensor Placements in Gaussian Processes: Theory, Efficient Algorithms and Empirical Studies , 2008, J. Mach. Learn. Res..
[4] Roman Garnett,et al. Bayesian Optimal Active Search and Surveying , 2012, ICML.
[5] Zoubin Ghahramani,et al. Combining active learning and semi-supervised learning using Gaussian fields and harmonic functions , 2003, ICML 2003.
[6] 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.
[7] Pascal Frossard,et al. The emerging field of signal processing on graphs: Extending high-dimensional data analysis to networks and other irregular domains , 2012, IEEE Signal Processing Magazine.
[8] Antonio Ortega,et al. Towards a sampling theorem for signals on arbitrary graphs , 2014, 2014 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).
[9] I. Pesenson. Sampling in paley-wiener spaces on combinatorial graphs , 2008, 1111.5896.
[10] Yuan Qi,et al. Hyperparameter and Kernel Learning for Graph Based Semi-Supervised Classification , 2005, NIPS.
[11] Sunil K. Narang,et al. Signal processing techniques for interpolation in graph structured data , 2013, 2013 IEEE International Conference on Acoustics, Speech and Signal Processing.
[12] Jiawei Han,et al. A Variance Minimization Criterion to Active Learning on Graphs , 2012, AISTATS.
[13] Stephen P. Boyd,et al. Convex Optimization , 2004, Algorithms and Theory of Computation Handbook.
[14] Sunil K. Narang,et al. Localized iterative methods for interpolation in graph structured data , 2013, 2013 IEEE Global Conference on Signal and Information Processing.
[15] Chris H. Q. Ding,et al. Symmetric Nonnegative Matrix Factorization for Graph Clustering , 2012, SDM.