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2 December 2014
- 13:4513:45, 2 December 2014 diff hist −4 stat841f14 →Proof
- 13:3613:36, 2 December 2014 diff hist +1 stat841f14 →Proof
- 13:0913:09, 2 December 2014 diff hist +104 stat841f14 →Review of MLE (Maximum Likelihood Estimator)
- 12:4612:46, 2 December 2014 diff hist +15 stat841f14 →Rank-One Downdate (R1D)
- 12:4512:45, 2 December 2014 diff hist +7 stat841f14 →Non-negative Matrix Factorization Via Rank-one Doundate(NMF) (Lecture 13: Oct 27, 2014)
- 12:4412:44, 2 December 2014 diff hist +48 stat841f14 →Rank-One Downdate (R1D)
- 12:4212:42, 2 December 2014 diff hist +48 stat841f14 →First Attempt to NMF
- 12:4112:41, 2 December 2014 diff hist +29 stat841f14 →Power Method for Singular Value Decomposition
- 12:4012:40, 2 December 2014 diff hist +30 stat841f14 →Similarity to Clustering
- 12:3612:36, 2 December 2014 diff hist +24 stat841f14 →First Attempt to NMF
- 12:3112:31, 2 December 2014 diff hist −61 stat841f14 →First Attempt to NMF
- 12:2812:28, 2 December 2014 diff hist +71 stat841f14 →First Attempt to NMF
- 12:0112:01, 2 December 2014 diff hist +15 stat841f14 →Idea of EM-algorithm
- 11:5811:58, 2 December 2014 diff hist 0 N File:Normal mix.png No edit summary current
- 11:2911:29, 2 December 2014 diff hist −1 stat841f14 →Expectation Maximization (EM) Algorithm
- 11:2711:27, 2 December 2014 diff hist +2 stat841f14 →Review of MLE (Maximum Likelihood Estimator)
- 11:2511:25, 2 December 2014 diff hist +57 stat841f14 →Mixture Model
1 December 2014
- 16:5616:56, 1 December 2014 diff hist +1,235 stat841f14 →Spectral Clustering
- 16:1816:18, 1 December 2014 diff hist −118 stat841f14 →Proof for fixed\,\hat{\Lambda} the minimum over G occurs when G=I
- 16:1116:11, 1 December 2014 diff hist 0 stat841f14 →Iterative algorithm
- 16:1116:11, 1 December 2014 diff hist +2 stat841f14 →Implementation Details and Extensions
- 16:1016:10, 1 December 2014 diff hist −171 stat841f14 →Iterative algorithm
- 16:0216:02, 1 December 2014 diff hist +57 stat841f14 →K-Means Clustering
- 15:4615:46, 1 December 2014 diff hist +480 stat841f14 →Learning Affine Transformations for Nonlinear Dimensionality Recuction (Lecture 19: Nov. 27, 2014)
19 November 2014
- 11:3011:30, 19 November 2014 diff hist −7 stat841f14 →EM Solution
- 11:2911:29, 19 November 2014 diff hist 0 stat841f14 →EM Solution
- 11:2911:29, 19 November 2014 diff hist +70 stat841f14 →EM Solution
- 11:2711:27, 19 November 2014 diff hist −4 stat841f14 →Mixture of Gaussian continued
- 11:2611:26, 19 November 2014 diff hist +75 stat841f14 →Mixture of Gaussian continued
- 11:1511:15, 19 November 2014 diff hist −46 stat841f14 →Finishing comments on MDS and Introduction to ISOMAP and LLE (Lecture 5: Sept. 29, 2014)
3 November 2014
- 19:1419:14, 3 November 2014 diff hist +22 stat841f14 →Connection of Singular Value Decomposition to PCA
- 19:1319:13, 3 November 2014 diff hist +426 stat841f14 →Connection of Singular Value Decomposition to PCA
15 October 2014
- 22:5522:55, 15 October 2014 diff hist +175 stat841f14 →Metric Learning (ML)
- 22:5422:54, 15 October 2014 diff hist −2 stat841f14 →Steps
- 22:5422:54, 15 October 2014 diff hist +2 stat841f14 →Steps
- 22:5322:53, 15 October 2014 diff hist +87 stat841f14 →Steps
- 22:5322:53, 15 October 2014 diff hist +111 stat841f14 →Hilbert-Schmidt Independence Criterion (HSIC)
- 22:4322:43, 15 October 2014 diff hist +371 stat841f14 →Problem Formulation and Notations
- 22:2922:29, 15 October 2014 diff hist +81 stat841f14 →Local Linear Embedding (LLE)
- 22:2622:26, 15 October 2014 diff hist +495 stat841f14 →Algorithm
- 22:0822:08, 15 October 2014 diff hist −2 stat841f14 →Algorithm
- 22:0322:03, 15 October 2014 diff hist +29 stat841f14 →Finishing comments on MDS and Introduction to ISOMAP and LLE (Lecture 5: Sept. 29, 2014)
- 22:0222:02, 15 October 2014 diff hist +1 stat841f14 →Finishing comments on MDS and Introduction to ISOMAP and LLE (Lecture 5, Sept. 29 2014)
- 22:0122:01, 15 October 2014 diff hist +6 stat841f14 →Finishing comments on MDS and Introduction to ISOMAP and LLE (Lecture of Sept 29)
- 21:5321:53, 15 October 2014 diff hist 0 stat841f14 →Supervised Principal Components (BSPC)
- 21:5321:53, 15 October 2014 diff hist −2 stat841f14 →Hilbert-Schmidt Independence Criterion (HSIC)
- 21:5221:52, 15 October 2014 diff hist +120 stat841f14 →Supervised Principal Components (BSPC)
- 21:4821:48, 15 October 2014 diff hist −1 stat841f14 →Problem Statement
- 21:4621:46, 15 October 2014 diff hist −59 stat841f14 →Assignment 1 Solutions
- 21:4521:45, 15 October 2014 diff hist +234 stat841f14 →Assignment 1 Solutions