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Gradient boosting
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#	Item
21	/home/tgd/s/ashenfelter/ml2004/tech-report/paper.dvi Add to Reading List Source URL: www.cs.iastate.edu Language: English - Date: 2004-09-12 22:29:55 Ensemble learning Gradient boosting Gradient descent AdaBoost Gradient BFGS method Numerical analysis Mathematical analysis Mathematics
22	Stacked Generalization Learning to Analyze Teenage Distress Add to Reading List Source URL: affect.media.mit.edu Language: English - Date: 2015-03-14 18:32:13 Statistical classification Ensemble learning Evaluation methods Research methods Support vector machine Qualitative research Feature selection Gradient boosting Statistics Machine learning Science
23	Practical Lessons from Predicting Clicks on Ads at Facebook Xinran He, Junfeng Pan, Ou Jin, Tianbing Xu, Bo Liu∗, Tao Xu∗, Yanxin Shi∗, Antoine Atallah∗, Ralf Herbrich∗, Stuart Bowers, Joaquin Quiñonero Candel Add to Reading List Source URL: quinonero.net Language: English - Date: 2014-09-14 16:43:06 Ensemble learning Decision trees Statistical classification Model selection Linear classifier Gradient boosting Pay per click Feature selection Boosting Machine learning Statistics Artificial intelligence
24	Introduction to Boosted Trees Tianqi Chen Oct Outline • Review of key concepts of supervised learning Add to Reading List Source URL: homes.cs.washington.edu Language: English - Date: 2015-05-06 23:13:25 Econometrics Decision trees Ensemble learning Supervised learning Regularization Gradient boosting Linear regression Logistic regression Random forest Statistics Regression analysis Machine learning
25	Ad Click Prediction: a View from the Trenches H. Brendan McMahan, Gary Holt, D. Sculley, Michael Young, Dietmar Ebner, Julian Grady, Lan Nie, Todd Phillips, Eugene Davydov, Daniel Golovin, Sharat Chikkerur, Dan Liu, Mart Add to Reading List Source URL: static.googleusercontent.com Language: English - Date: 2013-08-12 13:25:40 Cross-validation Poisson regression Pattern recognition Feature selection Least squares Regression analysis Regularization Gradient boosting Book:Machine Learning - The Complete Guide Statistics Machine learning Supervised learning
26	IntervalRank — Isotonic Regression with Listwise and Pairwise Constraints ∗ Taesup Moon, Alex Smola , Yi Chang, Zhaohui Zheng Yahoo! Labs Add to Reading List Source URL: www.wsdm-conference.org Language: English - Date: 2009-12-30 01:26:32 Convex optimization Machine learning Operations research Information retrieval Learning to rank Gradient boosting Lagrange multiplier Supervised learning Interior point method Mathematical optimization Numerical analysis Mathematical analysis
27	IntervalRank — Isotonic Regression with Listwise and Pairwise Constraints ∗ Taesup Moon, Alex Smola , Yi Chang, Zhaohui Zheng Yahoo! Labs Add to Reading List Source URL: www.yichang-cs.com Language: English - Date: 2009-11-15 16:54:36 Machine learning Operations research Information retrieval Learning to rank Convex optimization Supervised learning Gradient boosting Lagrange multiplier BFGS method Mathematical optimization Mathematics Mathematical analysis
28	Journal of Machine Learning Research[removed]2113 Submitted 2/10; Revised 4/10; Published 8/10 Model-based Boosting 2.0 Torsten Hothorn Add to Reading List Source URL: www.jmlr.org Language: English - Date: 2010-08-18 16:38:50 Additive model Boosting Least squares Quantile regression Gradient boosting Statistics Regression analysis Logistic regression
29	Multi-Task Learning for Learning to Rank in Web Search Jing Bai Ke Zhou, Guirong Xue Yahoo! Labs Add to Reading List Source URL: www.yichang-cs.com Language: English - Date: 2009-11-16 16:18:36 Learning Computational neuroscience Ensemble learning Cybernetics Learning to rank Gradient boosting Support vector machine Neural network Ranking function Machine learning Statistics Artificial intelligence
30	Smoothing DCG for Learning to Rank: A Novel Approach Using Smoothed Hinge Functions Mingrui Wu, Yi Chang, Zhaohui Zheng Web Search Ranking Group, Yahoo! Labs, 701 First Avenue, Sunnyvale, CA 94089 Add to Reading List Source URL: www.yichang-cs.com Language: English - Date: 2009-11-16 16:19:12 Learning to rank Artificial intelligence Science Discounted cumulative gain Mathematical optimization Gradient boosting Gradient descent Ranking function Information science Machine learning Information retrieval

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