Skip to search formSkip to main contentSkip to account menu

Large margin nearest neighbor

Known as: LMNN, Large margin nearest neighbor classification 
Large margin nearest neighbor (LMNN) classification is a statistical machine learning algorithm for metric learning. It learns a pseudometric… 
Wikipedia (opens in a new tab)

Related topics

Related topics

17 relations
AlgorithmCluster analysisConvex optimizationCross-validation (statistics)

Broader (1)

Machine learning

Papers overview

Semantic Scholar uses AI to extract papers important to this topic.
2018
2018
Spatio-Temporal Large Margin Nearest Neighbor (ST-LMNN) Based on Riemannian Features for Individual Identification
The major challenge for individual identification from periodical locomotion is to explore the unique spatio-temporal motion… 
2017
2017
Linear supervised transfer learning for the large margin nearest neighbor classifier
The performance of many artificial intelligence systems critically depends on classification methods. Unfortunately, most… 
2016
2016
Large Margin Nearest Neighbor Classification using Curved Mahalanobis Distances
We consider the supervised classification problem of machine learning in Cayley-Klein projective geometries: We show how to learn… 
2016
2016
Person Re-Identification Based on Kernel Large Margin Nearest Neighbor Classification
Person re-identification is a process of matching person images of same identity across nonoverlapping camera views at different… 
2015
2015
Large Margin Nearest Neighbor Embedding for Knowledge Representation
Traditional way of storing facts in triplets (head_entity, relation, tail_entity), abbreviated as (h, r, t), allows the knowledge… 
2014
2014
Cosine Distance Metric Learning for Speaker Verification Using Large Margin Nearest Neighbor Method
In this paper, a novel cosine similarity metric learning based on large margin nearest neighborhood LMNN is proposed for an i… 
2010
2010
Hierarchical Large Margin Nearest Neighbor Classification
Distance metric learning has exhibited its great power to enhance performance in metric related pattern recognition tasks. The… 
2010
2010
Determination of Blood Glucose Level-Based Breath Analysis by a Quartz Crystal Microbalance Sensor Array
This paper aims to determine human blood glucose levels through analyzing the acetone present in exhaled breath as a noninvasive… 
2002
2002
Tuning of PID controllers for unstable processes based on gain and phase margin specifications: a fuzzy neural approach
1969
1969
The New concepts of continental margin sedimentation : application to the geological record: 7-9 November, 1969, Philadelphia
By clicking accept or continuing to use the site, you agree to the terms outlined in our Privacy Policy (opens in a new tab), Terms of Service (opens in a new tab), and Dataset License (opens in a new tab)