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k-nearest neighbor

152 papers

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Also known as

KNN K-NN

Co-occurring keywords

nearest neighbor (218) metric learning (1190) nearest neighbor search (186) neural machine translation (2310) domain adaptation (4595) few-shot learning (3398) unsupervised learning (3264) anomaly detection (747) non-parametric method (49) neural network (6616)

Papers

A Berry Picking Robot With A Hybrid Soft-Rigid Arm: Design and Task Space Control RSS 2020
Deep k-NN for Noisy Labels ICML 2020
Imputing typological values via phylogenetic inference EMNLP 2020
On Convergence of Nearest Neighbor Classifiers over Feature Transformations NIPS 2020
Regression with reject option and application to kNN NIPS 2020
Differentiable Top-k with Optimal Transport NIPS 2020
Private-kNN: Practical Differential Privacy for Computer Vision CVPR 2020
E-Commerce Content and Collaborative-based Recommendation using K-Nearest Neighbors and Enriched Weighted Vectors COLING 2020
Near-Neighbor Methods in Random Preference Completion AAAI 2019
K-Nearest Neighbors Hashing CVPR 2019
Fast Rates for a kNN Classifier Robust to Unknown Asymmetric Label Noise ICML 2019
Revisiting Local Descriptor Based Image-To-Class Measure for Few-Shot Learning CVPR 2019
Text Emotion Distribution Learning from Small Sample: A Meta-Learning Approach EMNLP 2019
AffinityNet: Semi-Supervised Few-Shot Learning for Disease Type Prediction AAAI 2019
Text Emotion Distribution Learning from Small Sample: A Meta-Learning Approach IJCNLP 2019
A k-Nearest Neighbor Approach towards Multi-level Sequence Labeling NAACL 2019
Neural Nearest Neighbors Networks NIPS 2018
A Theory-Based Evaluation of Nearest Neighbor Models Put Into Practice NIPS 2018
From Predictive Methods to Missing Data Imputation: An Optimization Approach JMLR 2018
Achieving the time of 1-NN, but the accuracy of k-NN AISTATS 2018
Analyzing the Robustness of Nearest Neighbors to Adversarial Examples ICML 2018
Nonparametric Preference Completion AISTATS 2018
Minimax-optimal semi-supervised regression on unknown manifolds AISTATS 2017
Exemplar-centered Supervised Shallow Parametric Data Embedding IJCAI 2017
ProtoNN: Compressed and Accurate kNN for Resource-scarce Devices ICML 2017