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Online machine learning
Results: 210

#	Item
51	Journal of Machine Learning Research1890 Submitted 12/10; Revised 10/11; Published 6/12 Regularization Techniques for Learning with Matrices Sham M. Kakade Add to Reading List Source URL: dept.stat.lsa.umich.edu Language: English - Date: 2012-09-12 18:50:25 Mathematical analysis Mathematical optimization Mathematics Convex analysis Convex function Bregman divergence Convex conjugate Lp space Convex optimization Online machine learning Norm Multiple kernel learning
52	4164 IEEE TRANSACTIONS ON INFORMATION THEORY, VOL. 58, NO. 7, JULY 2012 Interior-Point Methods for Full-Information and Bandit Online Learning Add to Reading List Source URL: www-stat.wharton.upenn.edu Language: English - Date: 2013-03-18 20:18:38 Mathematical optimization Convex analysis Operations research Convex optimization Machine learning Self-concordant function Interior point method Ellipsoid method Linear programming Algorithm Convex set Stability
53	Boosting on a Budget: Sampling for Feature-Efficient Prediction Lev Reyzin Georgia Institute of Technology, 266 Ferst Drive, Atlanta, GA 30332, USA Abstract Add to Reading List Source URL: www.levreyzin.com Language: English - Date: 2011-05-05 13:47:57 Machine learning Artificial intelligence Ensemble learning Learning AdaBoost Boosting Online machine learning Generalization error Decision stump Sampling Margin classifier CoBoosting
54	On Boosting Sparse Parities Lev Reyzin Department of Mathematics, Statistics, & Computer Science University of Illinois at Chicago Chicago, IL 60607 Add to Reading List Source URL: www.levreyzin.com Language: English - Date: 2014-05-21 16:45:41 Ensemble learning AdaBoost Boosting BrownBoost LPBoost Decision stump LogitBoost Support vector machine Machine learning Supervised learning Parity Online machine learning
55	Identifying At-Risk Students in Massive Open Online Courses Add to Reading List Source URL: www.aaai.org Language: English - Date: 2015-01-06 20:22:35 Education Online education Regression analysis Educational technology Higher education Free software Massive open online course Logistic regression Hidden Markov model Machine learning Prediction Predictive analytics
56	Chapter 14 in "Online Algorithms: the state of the art", Fiat and Woeginger eds., LNCS #1442, On-Line Algorithms in Machine Learning Avrim Blum Carnegie Mellon University, Pittsburgh PAEmail: . Add to Reading List Source URL: www.cs.cmu.edu Language: English - Date: 2007-01-18 12:14:47
57	Hybrid geo-information processing: Crowdsourced supervision of geo-spatial machine learning tasks Frank O. Ostermann Department of Geo-Information Processing Faculty of Geo-Information Science and Earth Observation (ITC) Add to Reading List Source URL: www.agile-online.org Language: English
58	Online Robust Dictionary Learning Cewu Lu Jianping Shi Jiaya Jia The Chinese University of Hong Kong {cwlu,jpshi,leojia}@cse.cuhk.edu.hk Add to Reading List Source URL: www.cse.cuhk.edu.hk Language: English - Date: 2013-04-16 04:36:34 Statistics Robust statistics Machine learning Statistical theory Regression analysis Estimation theory Sparse dictionary learning Outlier Random sample consensus Iteratively reweighted least squares K-SVD Sparse approximation
59	Journal of Machine Learning Research1135 Submitted 2/09; Revised 9/09; Published 3/10 Large Scale Online Learning of Image Similarity Through Ranking Gal Chechik Add to Reading List Source URL: bengio.abracadoudou.com Language: English - Date: 2010-04-15 12:04:25
60	Sparse Online Learning via Truncated Gradient John Langford Yahoo! Research Add to Reading List Source URL: hunch.net Language: English - Date: 2009-01-11 09:13:59 Machine learning Computational statistics Convex optimization Mathematical optimization Statistical classification Support vector machine Stochastic gradient descent Lasso Vowpal Wabbit Least squares Artificial neural network Gradient descent

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