Inference: Dimension Reduction http://www.samsi.info/not_used/11593 en On NMF clustering and K-means clustering by Kim & Park (2008) http://www.samsi.info/working-groups/inference-dimension-reduction/documents/nmf-clustering-and-k-means-clustering-kim-par http://www.samsi.info/working-groups/inference-dimension-reduction/documents/nmf-clustering-and-k-means-clustering-kim-par#comments Inference: Dimension Reduction Thu, 27 Mar 2014 14:38:21 +0000 Yifan Xu 13545 at http://www.samsi.info Bagging to improve the accuracy of a clustering procedure http://www.samsi.info/working-groups/inference-dimension-reduction/documents/bagging-improve-accuracy-clustering-procedure http://www.samsi.info/working-groups/inference-dimension-reduction/documents/bagging-improve-accuracy-clustering-procedure#comments Inference: Dimension Reduction Thu, 16 Jan 2014 01:54:45 +0000 Naomi Altman 13009 at http://www.samsi.info Selecting k in a NMF clustering senario: Brunet et al (2004) "Metagenes and molecular pattern discovery using matrix factorization" http://www.samsi.info/working-groups/inference-dimension-reduction/documents/selecting-k-nmf-clustering-senario-brunet-et- http://www.samsi.info/working-groups/inference-dimension-reduction/documents/selecting-k-nmf-clustering-senario-brunet-et-#comments Non-negative matrix decomposition Inference: Dimension Reduction Wed, 20 Nov 2013 03:43:48 +0000 Yifan Xu 12480 at http://www.samsi.info "When Does Non-Negative Matrix Factorization Give a Correct Decomposition into Parts?" by Donoho http://www.samsi.info/working-groups/inference-dimension-reduction/documents/when-does-non-negative-matrix-factorization-g http://www.samsi.info/working-groups/inference-dimension-reduction/documents/when-does-non-negative-matrix-factorization-g#comments Inference: Dimension Reduction Thu, 07 Nov 2013 14:32:20 +0000 Yifan Xu 12336 at http://www.samsi.info A unified view of matrix factorization methods http://www.samsi.info/working-groups/inference-dimension-reduction/documents/unified-view-matrix-factorization-methods http://www.samsi.info/working-groups/inference-dimension-reduction/documents/unified-view-matrix-factorization-methods#comments Inference: Dimension Reduction Wed, 30 Oct 2013 20:12:04 +0000 Naomi Altman 12238 at http://www.samsi.info Bayesian Variable Selection - Liechty http://www.samsi.info/working-groups/inference-dimension-reduction/documents/bayesian-variable-selection-liechty http://www.samsi.info/working-groups/inference-dimension-reduction/documents/bayesian-variable-selection-liechty#comments Inference: Dimension Reduction Thu, 24 Oct 2013 16:34:39 +0000 Naomi Altman 12157 at http://www.samsi.info Chuanhua Xing's slides http://www.samsi.info/working-groups/inference-dimension-reduction/documents/chuanhua-xings-slides http://www.samsi.info/working-groups/inference-dimension-reduction/documents/chuanhua-xings-slides#comments Inference: Dimension Reduction Fri, 11 Oct 2013 19:17:05 +0000 Naomi Altman 12091 at http://www.samsi.info Updated LDA Slides http://www.samsi.info/working-groups/inference-dimension-reduction/documents/updated-lda-slides http://www.samsi.info/working-groups/inference-dimension-reduction/documents/updated-lda-slides#comments Inference: Dimension Reduction Fri, 04 Oct 2013 16:03:40 +0000 ChuckPaulson 12033 at http://www.samsi.info Comparing SVD, PCA, Non-negative matrix factorization, and Diffusion maps http://www.samsi.info/working-groups/inference-dimension-reduction/documents/comparing-svd-pca-non-negative-matrix-factori http://www.samsi.info/working-groups/inference-dimension-reduction/documents/comparing-svd-pca-non-negative-matrix-factori#comments Inference: Dimension Reduction Thu, 03 Oct 2013 15:11:11 +0000 edoh 12024 at http://www.samsi.info Order determination for dimension reduction using an alternating pattern of spectral variability http://www.samsi.info/working-groups/inference-dimension-reduction/documents/order-determination-dimension-reduction-using http://www.samsi.info/working-groups/inference-dimension-reduction/documents/order-determination-dimension-reduction-using#comments Inference: Dimension Reduction Thu, 03 Oct 2013 14:52:47 +0000 wzl118psu 12023 at http://www.samsi.info