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Li Ling
Results: 51

#	Item
11	CS/CNS/EE 156b Learning Systems - Project Summary http://www.cs.caltech.edu/~ling/course/cs156b/ Ling Li, December 7, 2001 Add to Reading List Source URL: www.work.caltech.edu Language: English - Date: 2005-11-24 18:42:35 Computational statistics Cybernetics Econometrics Network architecture Stochastic gradient descent Applied mathematics Neural networks Statistics Computational neuroscience
12	Multiclass Boosting with Repartitioning Ling Li Learning Systems Group, California Institute of Technology, Pasadena, CA 91125, USA Abstract Add to Reading List Source URL: www.work.caltech.edu Language: English - Date: 2006-04-25 06:05:42 Artificial intelligence Learning Perceptron Support vector machine AdaBoost Margin classifier Boosting Multiclass classification Statistics Statistical classification Ensemble learning
13	CS156b Project1 Letter Recognition — Average Ling Li Learning Systems Group, Caltech Add to Reading List Source URL: www.work.caltech.edu - Date: 2005-11-24 18:42:35
14	CS156b Project1 Letter Recognition — Test Ling Li Learning Systems Group, Caltech Add to Reading List Source URL: www.work.caltech.edu Language: English - Date: 2005-11-24 18:42:36 Machine learning Neural networks
15	CS156b Project1 Letter Recognition — AdaBoost & More layers Ling Li Add to Reading List Source URL: www.work.caltech.edu Language: English - Date: 2005-11-24 18:42:36 Ensemble learning AdaBoost Boosting
16	Notes on Conjugate-Gradient Ling Li, Learning Systems Group, Caltech Minimize the error function E(w) with CG • start: w0 , d0 = −g0 = − Add to Reading List Source URL: www.work.caltech.edu Language: English - Date: 2005-11-24 18:42:35 Gradient method Numerical analysis Numerical linear algebra Gradient descent
17	CS156b Project1 Letter Recognition — Boosting Ling Li Learning Systems Group, Caltech Add to Reading List Source URL: www.work.caltech.edu Language: English - Date: 2005-11-24 18:42:35 Boosting AdaBoost Backpropagation Machine learning Ensemble learning Neural networks
18	CS156b Project1 Letter Recognition — Setup Ling Li Learning Systems Group, Caltech Add to Reading List Source URL: www.work.caltech.edu Language: English - Date: 2005-11-24 18:42:35 Astronomy Epoch Neural networks
19	Perceptron Learning with Random Coordinate Descent Ling Li Learning Systems Group, California Institute of Technology Abstract. A perceptron is a linear threshold classifier that separates examples with a hyperplane. It Add to Reading List Source URL: www.work.caltech.edu Language: English - Date: 2006-04-22 18:28:41 Perceptron Linear classifier Boosting Support vector machine AdaBoost Artificial neural network Backpropagation Statistical classification Ensemble learning Machine learning Statistics Neural networks
20	International Differences in 30-day Mortality following Acute Myocardial Infarction: Statistical Analysis of Site Level Data from the HERO-2 Trial Ling Li∗ Malcolm Hudson† October 31, 2005 Add to Reading List Source URL: stat.mq.edu.au Language: English - Date: 2009-07-18 23:01:11 Actuarial science Statistical models Aging-associated diseases Generalized linear model Data analysis Myocardial infarction Poisson regression Binomial regression Statistics Regression analysis Econometrics

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