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Completely Lazy Learning

https://doi.org/10.1109/tkde.2009.159

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What this work says

Outgoing claims: the papers this work cites, builds on, or argues with.

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The Elements of Statistical Learning

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Efficient k-NN Search on Streaming Data Series

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Lazy Learning

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Theory of Point Estimation

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Boosted discriminant projections for nearest neighbor classification

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A local mean-based nonparametric classifier

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On the use of neighbourhood-based non-parametric classifiers

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Pattern Recognition and Neural Networks

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Voting over Multiple Condensed Nearest Neighbors

inferredcites →https://doi.org/10.1057/jors.1982.186openalex-snapshot

Interpreting Multivariate Data

inferredcites →https://doi.org/10.1080/00401706.1970.10488635openalex-snapshot

Ridge Regression: Applications to Nonorthogonal Problems

inferredcites →https://doi.org/10.1080/01621459.1989.10478752openalex-snapshot

Regularized Discriminant Analysis

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Regularized Gaussian Discriminant Analysis Through Eigenvalue Decomposition

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Discriminant adaptive nearest neighbor classification

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SVM-KNN: Discriminative Nearest Neighbor Classification for Visual Category Recognition

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Classifier design based on the use of nearest neighbor samples

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Adaptive Local Linear Regression With Application to Printer Color Management

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A note on learning for Gaussian properties

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On the Optimality of Conditional Expectation as a Bregman Predictor

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Functional Bregman Divergence and Bayesian Estimation of Distributions

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Efficient Similarity Search in Nonmetric Spaces with Local Constant Embedding

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Efficient Processing of Top-k Queries in Uncertain Databases with x-Relations

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Nonparametric supervised learning by linear interpolation with maximum entropy

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A Probabilistic Nearest Neighbour Method for Statistical Pattern Recognition

inferredcites →https://doi.org/10.1111/j.1467-9868.2005.00506.xopenalex-snapshot

Properties of Bagged Nearest Neighbour Classifiers

inferredcites →https://doi.org/10.1111/j.2517-6161.1964.tb00540.xopenalex-snapshot

Posterior Odds for Multivariate Normal Classifications

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Combinatorial Algorithms for Nearest Neighbors, Near-Duplicates and Small-World Design

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LIBSVM

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Searching in high-dimensional spaces

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Statistical Analysis of Gene Expression Microarray Data

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Consistent Nonparametric Regression

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Minimum Expected Risk Estimation for Near-neighbor Classification

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Combining Nearest Neighbor Classifiers Versus Cross-Validation Selection

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Ridge Regression: Biased Estimation for Nonorthogonal Problems

inferredcites →https://doi.org/10.2307/1270597openalex-snapshot

Theory of Point Estimation

inferredcites →https://doi.org/10.2307/1271436openalex-snapshot

Ridge Regression: Biased Estimation for Nonorthogonal Problems

inferredcites →https://doi.org/10.2307/2530076openalex-snapshot

Interpreting Multivariate Data

inferredcites →https://doi.org/10.5281/zenodo.8002926openalex-snapshot

The Matrix Cookbook

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New Algorithms for Efficient High-Dimensional Nonparametric Classification

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Bayesian Quadratic Discriminant Analysis

inferredcites →https://doi.org/10.5555/1496770.1496806openalex-snapshot

Combinatorial algorithms for nearest neighbors, near-duplicates and small-world design

inferredcites →https://doi.org/10.7551/mitpress/1120.001.0001openalex-snapshot

Advances in Neural Information Processing Systems 14

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New Algorithms for Efficient High-Dimensional Nonparametric Classification

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inferred← citeshttps://doi.org/10.1111/anzs.12325openalex-snapshot

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