User contributions for Hojat
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6 December 2011
- 21:2021:20, 6 December 2011 diff hist +642 stat841f11 →Deep Neural Network
- 20:5520:55, 6 December 2011 diff hist +19 stat841f11 →Principal Component Analysis (PCA) (Lecture: Sep. 27, 2011)
- 20:5220:52, 6 December 2011 diff hist +320 stat841f11 →Principal Component Analysis (PCA) (Lecture: Sep. 27, 2011)
28 November 2011
- 22:5222:52, 28 November 2011 diff hist +25 stat841f11 →Soft Margin SVM Formulation Summary
- 22:4522:45, 28 November 2011 diff hist 0 stat841f11 →Writing Lagrangian Form of Support Vector Machine
- 22:4322:43, 28 November 2011 diff hist +12 stat841f11 →Objective Function
25 November 2011
- 22:3922:39, 25 November 2011 diff hist +221 stat841f11 →Support Vector Machine Continued (Lecture: Nov. 1, 2011)
- 22:1122:11, 25 November 2011 diff hist +367 stat841f11 →Graphical Models
22 November 2011
- 10:0810:08, 22 November 2011 diff hist +34 stat841f11 →Soft Margin SVM Problem Interpretation
- 09:5809:58, 22 November 2011 diff hist +11 stat841f11 →Apply KKT conditions
- 09:5309:53, 22 November 2011 diff hist +1 stat841f11 →Soft Margin SVM Derivation of Dual
- 09:5109:51, 22 November 2011 diff hist +38 stat841f11 →Soft Margin SVM Derivation of Dual
- 09:4109:41, 22 November 2011 diff hist +2 stat841f11 →Case 2: Linearly Non-Separable Data (Soft Margin)
- 09:3909:39, 22 November 2011 diff hist +14 stat841f11 →Case 2: Linearly Non-Separable Data (Soft Margin)
- 09:3509:35, 22 November 2011 diff hist +2 stat841f11 →Case 2: Linearly Non-Separable Data (Soft Margin)
- 09:0709:07, 22 November 2011 diff hist +2 stat841f11 →Kernel Trick
- 09:0509:05, 22 November 2011 diff hist +16 stat841f11 →Kernel Trick
- 09:0309:03, 22 November 2011 diff hist +4 stat841f11 →Kernel Trick
- 01:0401:04, 22 November 2011 diff hist +2 stat841f11 →Examining KKT Conditions
- 00:5300:53, 22 November 2011 diff hist −5 stat841f11 →Writing Lagrangian Form of Support Vector Machine
- 00:5100:51, 22 November 2011 diff hist +8 stat841f11 →Writing Lagrangian Form of Support Vector Machine
- 00:4800:48, 22 November 2011 diff hist +130 stat841f11 →Writing Lagrangian Form of Support Vector Machine
- 00:4000:40, 22 November 2011 diff hist +20 stat841f11 →Writing Lagrangian Form of Support Vector Machine
- 00:3400:34, 22 November 2011 diff hist −2 stat841f11 →Objective Function
- 00:3200:32, 22 November 2011 diff hist 0 stat841f11 →Visualizing the Cost Function
- 00:2900:29, 22 November 2011 diff hist +25 stat841f11 →Visualizing the Cost Function
20 November 2011
- 00:4800:48, 20 November 2011 diff hist −1 stat841f11 →Case 1: Linearly Separable (Hard Margin)
- 00:4400:44, 20 November 2011 diff hist +1 stat841f11 →Side Note: A memory from the past of Dr. Ali Ghodsi
11 November 2011
- 13:1213:12, 11 November 2011 diff hist −14 stat841f11 →Kernel Function
- 13:0513:05, 11 November 2011 diff hist −14 stat841f11 →Hilbert-Schmidt Independence Criterion (HSIC)
- 13:0113:01, 11 November 2011 diff hist −4 stat841f11 →Hilbert-Schmidt Independence Criterion (HSIC)
- 12:4612:46, 11 November 2011 diff hist +15 stat841f11 →Hilbert-Schmidt Independence Criterion (HSIC)
- 12:4312:43, 11 November 2011 diff hist +6 stat841f11 →Hilbert-Schmidt Independence Criterion (HSIC)
- 12:3112:31, 11 November 2011 diff hist 0 stat841f11 →Sufficient Dimensionality Reduction (SDR)
9 November 2011
- 21:1621:16, 9 November 2011 diff hist +302 stat841f11 →Hilbert-Schmidt Independence Criterion(HSIC)
- 20:4920:49, 9 November 2011 diff hist −2 stat841f11 →Metric Learning
8 November 2011
- 15:5215:52, 8 November 2011 diff hist +84 stat841f11 →Metric Learning
- 15:4915:49, 8 November 2011 diff hist +487 stat841f11 →Metric Learning
- 15:3615:36, 8 November 2011 diff hist +410 stat841f11 →Supervised Principal Component Analysis (Lecture: Nov. 8, 2011)
- 15:2015:20, 8 November 2011 diff hist +976 stat841f11 →Supervised Principal Component Analysis (Lecture: Nov. 8, 2011)
- 14:4714:47, 8 November 2011 diff hist −17 stat841f11 →Bold text== Supervised Principal Component Analysis (Lecture: Nov. 8, 2011)
- 14:4614:46, 8 November 2011 diff hist −1 stat841f11 →=Bold text== Supervised Principal Component Analysis (Lecture: Nov. 8, 2011)
- 14:4514:45, 8 November 2011 diff hist −4 stat841f11 →Extensions and Applications
- 14:4414:44, 8 November 2011 diff hist +1,016 stat841f11 →References
- 14:2814:28, 8 November 2011 diff hist +15 stat841f11 →Support Vector Machine Continued (Lecture: Nov. 3, 2011)
7 November 2011
- 23:0723:07, 7 November 2011 diff hist +22 f11Stat841EditorSignUp No edit summary
27 October 2011
- 16:5016:50, 27 October 2011 diff hist +18 f11Stat841EditorSignUp No edit summary
- 16:3116:31, 27 October 2011 diff hist +43 f11Stat841presentation →Schedule of Project Presentations
23 October 2011
- 20:1620:16, 23 October 2011 diff hist +6 stat841f11 →Network Training
- 20:1520:15, 23 October 2011 diff hist +4 stat841f11 →Network Training
- 16:2416:24, 23 October 2011 diff hist 0 stat841f11 →Overview of Full Backpropagation Algorithm
- 12:1512:15, 23 October 2011 diff hist −4 stat841f11 →Iteratively Re-weighted Least Squares
- 00:2900:29, 23 October 2011 diff hist +16 stat841f11 →Maximum Likelihood Estimation
22 October 2011
- 22:2622:26, 22 October 2011 diff hist +26 stat841f11 →Linear Regression
- 22:2422:24, 22 October 2011 diff hist +94 stat841f11 →Linear Regression
- 22:2022:20, 22 October 2011 diff hist −60 stat841f11 →Linear Regression
- 22:1122:11, 22 October 2011 diff hist +275 stat841f11 →Linear Regression
- 21:5721:57, 22 October 2011 diff hist +2 stat841f11 →Linear Regression
- 21:5421:54, 22 October 2011 diff hist +3 stat841f11 →Linear Regression
15 October 2011
- 15:2915:29, 15 October 2011 diff hist +4 stat841f11 →Perceptron Learning Algorithm (Lecture: Oct. 13, 2011)
- 15:2815:28, 15 October 2011 diff hist −1 stat841f11 →Perceptron Learning Algorithm (Lecture: Oct. 13, 2011)
- 15:2715:27, 15 October 2011 diff hist +2 stat841f11 →Perceptron Learning Algorithm (Lecture: Oct. 13, 2011)
- 15:2515:25, 15 October 2011 diff hist −1 stat841f11 →Perceptron Learning Algorithm (Lecture: Oct. 13, 2011)
- 15:1815:18, 15 October 2011 diff hist +1 stat841f11 →Perceptron (Lecture: Oct. 11, 2011)
- 11:4711:47, 15 October 2011 diff hist −1 stat841f11 →Iteratively Re-weighted Least Squares
- 11:4711:47, 15 October 2011 diff hist +28 stat841f11 →Iteratively Re-weighted Least Squares
- 11:4611:46, 15 October 2011 diff hist 0 stat841f11 →Iteratively Re-weighted Least Squares
- 11:4511:45, 15 October 2011 diff hist +6 stat841f11 →Newton-Raphson Method (Lecture: Oct 11, 2011)
- 11:3311:33, 15 October 2011 diff hist +4 stat841f11 →Matrix Notation
- 11:0511:05, 15 October 2011 diff hist +1 stat841f11 →Multi-class Logistic Regression
- 11:0411:04, 15 October 2011 diff hist +141 stat841f11 →Multi-class Logistic Regression
- 10:5710:57, 15 October 2011 diff hist +8 stat841f11 →Multi-class Logistic Regression
- 02:0002:00, 15 October 2011 diff hist +1 stat841f11 →Maximum Likelihood Estimation
- 01:5901:59, 15 October 2011 diff hist +129 stat841f11 →Maximum Likelihood Estimation
- 01:5401:54, 15 October 2011 diff hist +6 stat841f11 →Maximum Likelihood Estimation
- 01:5401:54, 15 October 2011 diff hist +54 stat841f11 →Maximum Likelihood Estimation
- 01:5201:52, 15 October 2011 diff hist +12 stat841f11 →Maximum Likelihood Estimation
- 01:5101:51, 15 October 2011 diff hist −9 stat841f11 →Maximum Likelihood Estimation
- 01:5001:50, 15 October 2011 diff hist −13 stat841f11 →Maximum Likelihood Estimation
- 00:4400:44, 15 October 2011 diff hist +1 stat841f11 →Linear Regression
- 00:4400:44, 15 October 2011 diff hist +1 stat841f11 →Linear Regression
- 00:4200:42, 15 October 2011 diff hist +2 stat841f11 →Linear Regression
- 00:3200:32, 15 October 2011 diff hist −9 stat841f11 →Extensions to Multiclass Case
12 October 2011
- 02:2502:25, 12 October 2011 diff hist +3 stat841f11 →Multi-Class Classification
- 02:2402:24, 12 October 2011 diff hist +12 stat841f11 →Multi-Class Classification
- 02:2002:20, 12 October 2011 diff hist +3 stat841f11 →Multi-Class Classification
- 02:1802:18, 12 October 2011 diff hist 0 stat841f11 →Using SVD
- 02:1702:17, 12 October 2011 diff hist 0 stat841f11 →Using SVD
- 02:1602:16, 12 October 2011 diff hist +212 stat841f11 →Using SVD
- 02:0802:08, 12 October 2011 diff hist +16 stat841f11 →Minimize Reconstruction Error
- 02:0002:00, 12 October 2011 diff hist +1 stat841f11 →Minimize Reconstruction Error
- 01:5801:58, 12 October 2011 diff hist +212 stat841f11 →Minimize Reconstruction Error
11 October 2011
- 21:0121:01, 11 October 2011 diff hist +45 stat841f11 →Minimize Reconstruction Error
- 20:5920:59, 11 October 2011 diff hist +43 stat841f11 →Minimize Reconstruction Error
- 20:5820:58, 11 October 2011 diff hist +53 stat841f11 →Minimize Reconstruction Error
- 20:5420:54, 11 October 2011 diff hist +1 stat841f11 →Minimize Reconstruction Error
- 20:5420:54, 11 October 2011 diff hist +16 stat841f11 →Minimize Reconstruction Error
- 20:5320:53, 11 October 2011 diff hist +4 stat841f11 →Reconstruction Error
- 20:5020:50, 11 October 2011 diff hist −1 stat841f11 →Determining w :
- 20:3720:37, 11 October 2011 diff hist +5 stat841f11 →Principal Component Analysis (PCA) (Lecture: Sep. 27, 2011)
7 October 2011
- 01:2501:25, 7 October 2011 diff hist +1,633 f11Stat841proposal No edit summary
3 October 2011
- 18:3818:38, 3 October 2011 diff hist +1 f11Stat841EditorSignUp No edit summary
- 18:3818:38, 3 October 2011 diff hist +29 f11Stat841EditorSignUp No edit summary