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Kernel density estimation
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11	Shift-Pessimistic Active Learning Using Robust Bias-aware Prediction Anqi Liu, Lev Reyzin and Brian D. Ziebart University of Illinois at Chicago , , Introduction •  Add to Reading List Source URL: www.levreyzin.com Language: English Statistics Knowledge Estimation theory Academia Statistical inference Machine learning Generalization error Confidence interval Regression analysis Kernel density estimation
12	Classifier-Adjusted Density Estimation for Anomaly Detection and One-Class Classification Lisa Friedland∗ Amanda Gentzel∗ Add to Reading List Source URL: people.cs.umass.edu Language: English - Date: 2014-02-13 14:01:13 Statistics Machine learning Statistical classification Data mining Nonparametric statistics Local outlier factor Anomaly detection Outlier K-nearest neighbors algorithm Naive Bayes classifier Kernel density estimation Supervised learning
13	DISTANCE-BASED CHANGE-POINT DETECTION WITH ENTROPY ESTIMATION Noboru Murata1,2 , Kensuke Koshijima1,3 and Hideitsu Hino4 1 Waseda University, Tokyo, JAPAN, , 3 Add to Reading List Source URL: www.me.inf.kyushu-u.ac.jp Language: English - Date: 2013-10-14 22:38:56 Non-parametric statistics Information theory Estimation theory Entropy Kullback–Leibler divergence Estimator Kernel density estimation Logarithm STING Statistics Statistical theory Statistical inference
14	L∞ Error and Bandwidth Selection for Kernel Density Estimates of Large Data Yan Zheng Jeff M. Phillips Add to Reading List Source URL: www.cs.utah.edu Language: English - Date: 2015-06-08 15:43:19 Multivariate kernel density estimation Kernel density estimation Sigma-algebra Gaussian function Density estimation Kernel smoother Non-parametric statistics Statistics Mathematics
15	Effect of Access on Injectable Use and Family Planning Demand in Malawi APPENDIX FIGURE 1. Illustration of kernel density estimation with sample facilities and survey clusters F G Add to Reading List Source URL: www.guttmacher.org Language: English - Date: 2015-03-11 13:35:00
16	A Framework for Exploiting Local Information to Enhance Density Estimation of Data Streams Add to Reading List Source URL: europa.nvc.cs.vt.edu Language: English - Date: 2014-11-24 15:22:05 Estimation theory Kernel density estimation KDE Density estimation Maximum likelihood Estimator Multivariate kernel density estimation Statistics Non-parametric statistics Statistical inference
17	NML-OPTIMAL HISTOGRAM DENSITY ESTIMATION Petri Kontkanen and Petri Myllym¨aki Complex Systems Computation Group (CoSCo) Helsinki Institute for Information Technology (HIIT) University of Helsinki and Helsinki University Add to Reading List Source URL: sp.cs.tut.fi Language: English - Date: 2008-08-07 07:15:00 Minimum description length Density estimation Statistical inference V-optimal histograms Multivariate kernel density estimation Statistics Non-parametric statistics Histogram
18	A KERNEL FOR TIME SERIES BASED ON GLOBAL ALIGNMENTS Marco Cuturi1 , Jean-Philippe Vert2 , Øystein Birkenes3 , Tomoko Matsui1 1 Institute of Statistical Mathematics Tokyo, Japan Add to Reading List Source URL: www.iip.ist.i.kyoto-u.ac.jp Language: English - Date: 2011-05-12 22:47:34 Support vector machine Kernel methods Gaussian function Linux kernel Kernel Dynamic time warping Kernel density estimation Multivariate kernel density estimation Statistics Statistical classification Non-parametric statistics
19	Econometric Theory, 30, 2014, 176–200. doi:S0266466613000169 SMALL BANDWIDTH ASYMPTOTICS FOR DENSITY-WEIGHTED AVERAGE DERIVATIVES Add to Reading List Source URL: eml.berkeley.edu Language: English - Date: 2014-12-22 13:53:03 Econometrics Statistical inference Non-parametric statistics Asymptotic theory Estimator Kernel density estimation Consistent estimator Normal distribution Delta method Statistics Statistical theory Estimation theory
20	Geometric Approximation via Core Sets Pankaj K. Agarwal Sariel Har-Peled Add to Reading List Source URL: www.cs.duke.edu Language: English - Date: 2007-03-21 15:02:16 Linear algebra Non-parametric statistics Multivariate kernel density estimation Mathematics Algebra Kernel

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