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spectral analysis

239 papers

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Co-occurring keywords

graph neural network (3962) representation learning (6206) spectral method (204) kernel methods (1097) neural network (6616) hyperspectral imaging (82) graph laplacian (109) frequency domain (267) acoustic analysis (182) image restoration (1517)

Papers

Discrete-Continuous Gradient Orientation Estimation for Faster Image Segmentation CVPR 2014
Analysis of Brain States from Multi-Region LFP Time-Series NIPS 2014
Permutation Diffusion Maps (PDM) with Application to the Image Association Problem in Computer Vision NIPS 2014
Changepoint Detection over Graphs with the Spectral Scan Statistic AISTATS 2013
Third-Order Edge Statistics: Contour Continuation, Curvature, and Cortical Connections NIPS 2013
Analyzing the Harmonic Structure in Graph-Based Learning NIPS 2013
Toward Understanding Complex Spaces: Graph Laplacians on Manifolds with Singularities and Boundaries COLT 2012
Fiedler Random Fields: A Large-Scale Spectral Approach to Statistical Network Modeling NIPS 2012
Semi-supervised Eigenvectors for Locally-biased Learning NIPS 2012
Quadratic Weighted Automata:Spectral Algorithm and Likelihood Maximization ACML 2011
Error Analysis of Laplacian Eigenmaps for Semi-supervised Learning AISTATS 2011
Statistical Analysis of Semi-Supervised Learning: The Limit of Infinite Unlabelled Data NIPS 2009
Noise Characterization, Modeling, and Reduction for In Vivo Neural Recording NIPS 2009
Feature Selection for Unsupervised and Supervised Inference: The Emergence of Sparsity in a Weight-Based Approach JMLR 2005