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References from Explaining the Success of Nearest Neighbor Methods in Prediction. Local targets link to admitted publications; unresolved targets remain external evidence.
On the kernel rule for function classification
10.1007/s10463-006-0032-1 · 2006 · External reference
The fast Johnson–Lindenstrauss transform and approximate nearest neighbors
10.1137/060673096 · 2009 · External reference
Representations for partially exchangeable arrays of random variables
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Tensor decompositions for learning latent variable models
2014 · External reference
k∗-nearest neighbors: from global to local
2016 · External reference
Near-optimal hashing algorithms for near neighbor problem in high dimension
10.1145/1327452.1327494 · 2008 · External reference
Unresolved reference
2015 · External reference
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2017 · External reference
Unresolved reference
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Unresolved reference
2015 · External reference
Fast learning rates for plug-in classifiers
10.1214/009053606000001217 · 2007 · External reference
Finite-time analysis of the multiarmed bandit problem
10.1023/a:1013689704352 · 2002 · External reference
Unresolved reference
2012 · External reference
Unresolved reference
2012 · External reference
A probabilistic patch-based label fusion model for multi-atlas segmentation with registration refinement: application to cardiac MR images
10.1109/tmi.2013.2256922 · 2013 · External reference
Analysis of a collaborative filter based on popularity amongst neighbors
10.1109/tit.2012.2216980 · 2012 · External reference
PatchMatch: a randomized correspondence algorithm for structural image editing
10.1145/1531326.1531330 · 2009 · External reference
Unresolved reference
2011 · External reference
Unresolved reference
2005 · External reference
Unresolved reference
2010 · External reference
Unresolved reference
2007 · External reference
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1975 · External reference
Multidimensional binary search trees in database applications
10.1109/tse.1979.234200 · 1979 · External reference
Optimal classification trees
10.1007/s10994-017-5633-9 · 2017 · External reference
Unresolved reference
2006 · External reference
10.1007/978-3-319-25388-6
10.1007/978-3-319-25388-6 · 2015 · External reference
A deconvolution approach to estimation of a common shape in a shifted curves model
10.1214/10-aos800 · 2010 · External reference
Unresolved reference
2017 · External reference
Dis-tributed optimization and statistical learning via the alternating direction method of multipliers
2011 · External reference
10.1007/978-3-642-41062-8_28
10.1007/978-3-642-41062-8_28 · 2013 · External reference
Random forests
10.1023/a:1010933404324 · 2001 · External reference
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1984 · External reference
Unresolved reference
2014 · External reference
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2017 · External reference
Unresolved reference
2016 · External reference
Unresolved reference
1994 · External reference
A non-local algorithm for image denoising
2005 · External reference
10.1561/2200000024 · 2012 · Admitted local publication
Unresolved reference
2012 · External reference
A singular value thresh-olding algorithm for matrix completion
10.1137/080738970 · 2010 · External reference
Matrix completion with noise
10.1109/jproc.2009.2035722 · 2010 · External reference
Exact matrix completion via convex optimization
10.1007/s10208-009-9045-5 · 2009 · External reference
Nearest neighbor classification in infinite dimension
10.1051/ps:2006014 · 2006 · External reference
On the time series K-nearest neighbor classification of abnormal brain activity
10.1109/tsmca.2007.897589 · 2007 · External reference
Matrix estimation by universal singular value thresholding
10.1214/14-aos1272 · 2015 · External reference
Unresolved reference
2014 · External reference
Learning mixtures of product dis-tributions using correlations and independence
2008 · External reference
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2015 · External reference
Unresolved reference
2013 · External reference
Unresolved reference
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Unresolved reference
2005 · External reference
10.7551/mitpress/4908.003.0005
10.7551/mitpress/4908.003.0005 · 2006 · External reference
Patch-based segmentation using expert priors: ap-plication to hippocampus and ventricle segmentation
10.1016/j.neuroimage.2010.09.018 · 2011 · External reference
Unresolved reference
1982 · External reference
Nearest neighbor pattern clas-sification
10.1109/tit.1967.1053964 · 1967 · External reference
Region filling and object removal by exemplar-based image inpainting
10.1109/tip.2004.833105 · 2004 · External reference
Unresolved reference
2008 · External reference
A probabilistic analysis of EM for mixtures of separated, spherical Gaussians
2007 · External reference
Randomized partition trees for nearest neighbor search
10.1007/s00453-014-9885-5 · 2015 · External reference
A neural algo-rithm for a fundamental computing problem
10.1126/science.aam9868 · 2017 · External reference
Unresolved reference
2004 · External reference
La prévision: ses lois logiques, ses sources sub-jectives
1937 · External reference
10.1007/978-3-642-15835-3_9
10.1007/978-3-642-15835-3_9 · 2010 · External reference
Unresolved reference
2013 · External reference
Unresolved reference
2015 · External reference
On the almost everywhere convergence of nonpara-metric regression function estimates
10.1214/aos/1176345647 · 1981 · External reference
On the strong universal consistency of nearest neighbor regression function estimates
10.1214/aos/1176325633 · 1994 · External reference
Unresolved reference
2013 · External reference
Querying and mining of time series data: experimental comparison of representations and distance measures
10.14778/1454159.1454226 · 2008 · External reference
On random graphs
10.5486/pmd.1959.6.3-4.12 · 1959 · External reference
Unresolved reference
2011 · External reference
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1951 · External reference
Unresolved reference
1952 · External reference
Learning low-level vision
10.1023/a:1026501619075 · 2000 · External reference
A decision-theoretic generaliza-tion of on-line learning and an application to boosting
10.1006/jcss.1997.1504 · 1997 · External reference
Unresolved reference
1990 · External reference
Classification in general finite dimensional spaces with the k-nearest neighbor uule
10.1214/15-aos1395 · 2016 · External reference
Unresolved reference
2014 · External reference
Similarity search in high dimensions via hashing
1999 · External reference
Universal pointwise selection rule in multivariate function estimation
10.3150/08-bej144 · 2008 · External reference
Structural adaptation via Lp-norm oracle inequalities
10.1007/s00440-007-0119-5 · 2009 · External reference
Bandwidth selection in ker-nel density estimation: oracle inequalities and adaptive minimax optimality
10.1214/11-aos883 · 2011 · External reference
General selection rule from a family of linear estimators
10.1137/s0040585x97985923 · 2013 · External reference
On adaptive minimax density estimation on Rd
10.1007/s00440-013-0512-1 · 2014 · External reference
Unresolved reference
2016 · External reference
Unresolved reference
2012 · External reference
10.1007/b97848
10.1007/b97848 · 2002 · External reference
Choice of neighbor order in nearest-neighbor classification
10.1214/07-aos537 · 2008 · External reference
Unresolved reference
2012 · External reference
Approximate nearest neighbor: towards removing the curse of dimensionality
10.4086/toc.2012.v008a014 · 2012 · External reference
The MovieLens datasets: history and context
10.1145/2827872 · 2016 · External reference
10.1007/978-0-387-84858-7
10.1007/978-0-387-84858-7 · 2009 · External reference
Unresolved reference
1986 · External reference
Algorithm 65: find
1961 · External reference
Inequalities on the Lambert W function and hyperpower function
2008 · External reference
Unresolved reference
1981 · External reference
Unresolved reference
2013 · External reference
Unresolved reference
2013 · External reference
Unresolved reference
1998 · External reference
Extensions of Lipschitz mappings into a Hilbert space
1984 · External reference
Application of a simple likelihood ratio approximant to protein sequence classification
10.1093/bioinformatics/btl512 · 2006 · External reference
Unresolved reference
External reference
Unresolved reference
2002 · External reference
Matrix completion from a few entries
10.1109/tit.2010.2046205 · 2010 · External reference
Matrix completion from noisy entries
2010 · External reference
In retrospect: Book of Optics
10.1038/518164a · 2015 · External reference
Unresolved reference
1997 · External reference
Regret bounds for sleeping experts and bandits
10.1007/s10994-010-5178-7 · 2010 · External reference
Statistical tools to analyze data representing a sample of curves
10.1214/aos/1176348769 · 1992 · External reference
Unresolved reference
1973 · External reference
Rates of convergence for partitioning and nearest neighbor regression estimates with unbounded data
10.1016/j.jmva.2005.03.006 · 2006 · External reference
Unresolved reference
2015 · External reference
Unresolved reference
2013 · External reference
Unresolved reference
External reference
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2011 · External reference
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2013 · External reference
The rates of convergence on kernel regression esti-mates and classification rules
10.1109/tit.1986.1057226 · 1986 · External reference
The pointwise rate of convergence of the kernel regression estimate
10.1016/0378-3758(87)90065-6 · 1987 · External reference
10.1561/2200000019 · 2013 · Admitted local publication
Unresolved reference
2016 · External reference
Unresolved reference
2013 · External reference
Nearest-neighbor-based approach to time-series classification
10.1016/j.dss.2011.12.014 · 2012 · External reference
Adaptive minimax estimation of infinitely differentiable functions
1998 · External reference
Optimal spatial adaptation to inhomogeneous smoothness: an approach based on kernel estimates with variable bandwidth selectors
10.1214/aos/1069362731 · 1997 · External reference
Optimal pointwise adaptive methods in nonparametric estimation
10.1214/aos/1030741083 · 1997 · External reference
Molecular model-building by computer
10.1038/scientificamerican0666-42 · 1966 · External reference
Random forests and adaptive nearest neighbors
10.1198/016214505000001230 · 2006 · External reference
Amazon.com recommenda-tions: item-to-item collaborative filtering
10.1109/mic.2003.1167344 · 2003 · External reference
Unresolved reference
2005 · External reference
Unresolved reference
2012 · External reference
Limits of dense graph sequences
10.1016/j.jctb.2006.05.002 · 2006 · External reference
Smooth discrimination analysis
10.1214/aos/1017939240 · 1999 · External reference
Unresolved reference
2015 · External reference
Spectral regular-ization algorithms for learning large incomplete matrices
2010 · External reference
Unresolved reference
2010 · External reference
Lower bounds on locality sensitive hashing
10.1137/050646858 · 2007 · External reference
Fast approximate nearest neighbors with automatic algorithm configuration
2009 · External reference
Scalable nearest neighbor algorithms for high dimensional data
10.1109/tpami.2014.2321376 · 2014 · External reference
On estimating regression
10.1137/1109020 · 1964 · External reference
Feature-based classification of time-series data
2001 · External reference
Unresolved reference
2012 · External reference
Optimal lower bounds for locality-sensitive hashing (except when q is tiny)
2014 · External reference
Unresolved reference
2005 · External reference
Alhazen and the nearest neighbor rule
10.1016/j.patrec.2013.10.022 · 2014 · External reference
Unresolved reference
External reference
Unresolved reference
1993 · External reference
A simpler approach to matrix completion
2011 · External reference
Unresolved reference
1994 · External reference
Unresolved reference
2004 · External reference
A supervised patch-based approach for human brain labeling
10.1109/tmi.2011.2156806 · 2011 · External reference
Unresolved reference
2013 · External reference
A generative model for image segmentation based on label fusion
10.1109/tmi.2010.2050897 · 2010 · External reference
Dynamic programming algorithm optimization for spoken word recognition
10.1109/tassp.1978.1163055 · 1978 · External reference
Analysis of new techniques to obtain quality training sets
10.1016/s0167-8655(02)00225-8 · 2003 · External reference
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2003 · External reference
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2008 · External reference
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2001 · External reference
Unresolved reference
2011 · External reference
10.1007/978-3-319-02126-3_3
10.1007/978-3-319-02126-3_3 · 2013 · External reference
Consistent nonparametric regression
10.1214/aos/1176343886 · 1977 · External reference
Streaming similarity search over one billion Tweets using parallel locality-sensitive hashing
10.14778/2556549.2556574 · 2013 · External reference
Unresolved reference
2009 · External reference
Unresolved reference
1998 · External reference
Unresolved reference
2014 · External reference
On the likelihood that one unknown prob-ability exceeds another in view of the evidence of two samples
10.1093/biomet/25.3-4.285 · 1933 · External reference
Unresolved reference
External reference
Optimal aggregation of classifiers in statistical learning
10.1214/aos/1079120131 · 2004 · External reference
10.1007/b13794
10.1007/b13794 · 2009 · External reference
A spectral algorithm for learning mixture models
10.1016/j.jcss.2003.11.008 · 2004 · External reference
Effi-cient descriptor-based segmentation of parotid glands with nonlocal means
10.1109/tbme.2016.2603119 · 2017 · External reference
DeepNAT: deep convo-lutional neural network for segmenting neuroanatomy
10.1016/j.neuroimage.2017.02.035 · 2018 · External reference
Alignment of curves by dynamic time warping
10.1214/aos/1069362747 · 1997 · External reference
Unresolved reference
2017 · External reference
Smooth regression analysis
1964 · External reference
Distance metric learning for large margin nearest neighbor classification
2009 · External reference
Asymptotic properties of nearest neighbor rules using edited data
10.1109/tsmc.1972.4309137 · 1972 · External reference
Top 10 algorithms in data mining
10.1007/s10115-007-0114-2 · 2008 · External reference
Unresolved reference
2004 · External reference
Unresolved reference
2006 · External reference
A comparison of accurate automatic hippocampal segmentation methods
10.1016/j.neuroimage.2017.04.018 · 2017 · External reference
Unresolved reference
2017 · External reference
Unresolved reference
2011 · External reference
Unresolved reference
2012 · External reference