Multiclass Total Variation Clustering
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Xavier Bresson | David Uminsky | Thomas Laurent | James H. von Brecht | T. Laurent | X. Bresson | J. V. Brecht | D. Uminsky
[1] Arjuna Flenner,et al. Fast Multiclass Segmentation using Diffuse Interface Methods on Graphs , 2013 .
[2] Chris H. Q. Ding,et al. On the Equivalence of Nonnegative Matrix Factorization and Spectral Clustering , 2005, SDM.
[3] Xavier Bresson,et al. Convergence and Energy Landscape for Cheeger Cut Clustering , 2012, NIPS.
[4] Matthias Hein,et al. Beyond Spectral Clustering - Tight Relaxations of Balanced Graph Cuts , 2011, NIPS.
[5] J. Cheeger. A lower bound for the smallest eigenvalue of the Laplacian , 1969 .
[6] Erkki Oja,et al. Clustering by Low-Rank Doubly Stochastic Matrix Decomposition , 2012, ICML.
[7] C. Michelot. A finite algorithm for finding the projection of a point onto the canonical simplex of ∝n , 1986 .
[8] Arthur D. Szlam,et al. Total variation and cheeger cuts , 2010, ICML 2010.
[9] Arthur D. Szlam,et al. A Total Variation-based Graph Clustering Algorithm for Cheeger Ratio Cuts , 2009 .
[10] Matthias Hein,et al. An Inverse Power Method for Nonlinear Eigenproblems with Applications in 1-Spectral Clustering and Sparse PCA , 2010, NIPS.
[11] Xavier Bresson,et al. Multi-class Transductive Learning Based on ℓ1 Relaxations of Cheeger Cut and Mumford-Shah-Potts Model , 2013, Journal of Mathematical Imaging and Vision.
[12] A. Bertozzi,et al. AN MBO SCHEME ON GRAPHS FOR SEGMENTATION AND IMAGE PROCESSING , 2012 .
[13] Erkki Oja,et al. Clustering by Nonnegative Matrix Factorization Using Graph Random Walk , 2012, NIPS.
[14] Maya R. Gupta,et al. Clustering by Left-Stochastic Matrix Factorization , 2011, ICML.
[15] Matthias Hein,et al. Constrained 1-Spectral Clustering , 2012, AISTATS.
[16] Antonin Chambolle,et al. A First-Order Primal-Dual Algorithm for Convex Problems with Applications to Imaging , 2011, Journal of Mathematical Imaging and Vision.
[17] C. Ding,et al. On the Equivalence of Nonnegative Matrix Factorization and K-means - Spectral Clustering , 2005 .
[18] Jitendra Malik,et al. Normalized cuts and image segmentation , 1997, Proceedings of IEEE Computer Society Conference on Computer Vision and Pattern Recognition.
[19] Matthias Hein,et al. Spectral clustering based on the graph p-Laplacian , 2009, ICML '09.
[20] U. Feige,et al. Spectral Graph Theory , 2015 .