LMNN swMATH ID: 29754 Software Authors: Weinberger K, Saul L Description: LMNN - Large Margin Nearest Neighbors: This is a MATLAB implementation of Large Margin Nearest Neighbor (LMNN), a metric learning algorithm first introduced by Kilian Q. Weinberger, John C. Blitzer and Lawrence K. Saul in 2005. LMNN is a metric learning algorithm to improve k-nearest neighbor classification by learning a generalized Euclidean metric Equation especially for nearest neighbor classification. Homepage: https://github.com/tum-vision/csd_lmnn/tree/master/code/thirdparty/LMNN Source Code: https://github.com/tum-vision/csd_lmnn/tree/master/code/thirdparty/LMNN Dependencies: Matlab Related Software: UCI-ml; LIBSVM; SIFT; Scikit; PRMLT; t-SNE; KEEL; GitHub; ImageNet; AdaBoost.MH; Pegasos; AlexNet; pyDML; SURF; Caltech-256; DeCAF; ElemStatLearn; LFW; MNIST; C4.5 Cited in: 68 Publications Standard Articles 1 Publication describing the Software, including 1 Publication in zbMATH Year Distance metric learning for large margin nearest neighbor classification. Zbl 1235.68204Weinberger, Kilian Q.; Saul, Lawrence K. 2009 all top 5 Cited by 216 Authors 4 Bellet, Aurélien 3 Chang, Chin-Chun 3 De Baets, Bernard 3 Morell, Carlos 3 Nguyen, Bac Trong 2 Cuturi, Marco 2 Habrard, Amaury 2 Karasuyama, Masayuki 2 Liu, Bo 2 Liu, Xinwang 2 Sebban, Marc 2 Sun, Jimeng 2 Takeuchi, Ichiro 2 Wang, Fei 2 Yoshida, Tomoki 1 Abbas, Hassan 1 Ahmed, Sajid 1 Bao, Han 1 Bretto, Alain 1 Brockmeier, Austin J. 1 Carey, Cj 1 Carlsson, Gunnar E. 1 Carman, Mark J. 1 Chehreghani, Morteza Haghir 1 Chen, Chaofan 1 Chen, Jie 1 Chen, Lifei 1 Chen, Penghe 1 Chen, Qian 1 Chen, Wufan 1 Chen, Yixin 1 Chen, Zhi 1 Choi, John S. 1 Chou, Shen-Huan 1 Choy, Tze 1 Chu, Bryan 1 Clémençon, Stéphan 1 Colin, Igor 1 Cong, Yang 1 Cord, Matthieu 1 Courty, Nicolas 1 Dang, Xin 1 De Bie, Tijl 1 de Vazelhes, William 1 Dehzangi, Abdollah 1 Denœux, Thierry 1 Ding, Wei 1 Dong, Mingzhi 1 Dornaika, Fadi 1 Ebadollahi, Shahram 1 Fan, Aoxiang 1 Fan, Jun 1 Fang, Bin 1 Fang, Jinglong 1 Farazmand, Mohammad 1 Farid, Dewan Md 1 Feng, Jufu 1 Feng, Qianjin 1 Ferri, Francesc J. 1 Flamary, Rémi 1 Fraiman, Ricardo 1 Francis, Joseph T. 1 Gao, Yang 1 Garcia, Salvador G. 1 Guo, Gongde 1 Hahn, Matthew W. 1 Hao, Zhifeng 1 He, Xiping 1 He, Yunlong 1 Herrera, Francisco 1 Housworth, Elizabeth Ann 1 Hu, Haiyang 1 Hu, Hua 1 Hu, Ting 1 Huang, Haiyang 1 Huang, Kaizhu 1 Huang, Meiyan 1 Huang, Zhenghong 1 Hui, Chun 1 Jawahar, C. V. 1 Jiang, Hongwei 1 Jiang, Junjun 1 Jiang, Xingyu 1 Jiang, Yuan 1 Jiang, Yuxiang 1 Jiao, Licheng 1 Jin, Dequan 1 Jin, Rong 1 Justel, Ana 1 Kang, Bo 1 Kasabov, Nikola K. 1 Kim, Jingu 1 Kriminger, Evan G. 1 Lam, Kinman 1 Law, Marc T. 1 Le, Linh A. 1 Le, Tam 1 Lemire, Daniel 1 Li, Chao 1 Li, Luoqing ...and 116 more Authors all top 5 Cited in 29 Serials 11 Machine Learning 8 Pattern Recognition 5 Information Sciences 5 Neural Computation 4 International Journal of Computer Vision 4 Data Mining and Knowledge Discovery 3 Soft Computing 3 Journal of Machine Learning Research (JMLR) 2 Analysis and Applications (Singapore) 2 Computational & Mathematical Methods in Medicine 1 Journal of Mathematical Analysis and Applications 1 Theoretical Computer Science 1 Computer Aided Geometric Design 1 New Generation Computing 1 Asia-Pacific Journal of Operational Research 1 Neural Networks 1 Journal of Global Optimization 1 Computational Statistics 1 Computational Statistics and Data Analysis 1 Revista Investigación Operacional 1 PAA. Pattern Analysis and Applications 1 Chaos 1 Fundamenta Informaticae 1 Methodology and Computing in Applied Probability 1 International Journal of Wavelets, Multiresolution and Information Processing 1 Advances in Data Analysis and Classification. ADAC 1 Statistical Analysis and Data Mining 1 Statistics Surveys 1 Journal of Theoretical Biology all top 5 Cited in 13 Fields 54 Computer science (68-XX) 27 Statistics (62-XX) 6 Operations research, mathematical programming (90-XX) 6 Biology and other natural sciences (92-XX) 3 Probability theory and stochastic processes (60-XX) 3 Game theory, economics, finance, and other social and behavioral sciences (91-XX) 3 Information and communication theory, circuits (94-XX) 2 Numerical analysis (65-XX) 1 Combinatorics (05-XX) 1 Linear and multilinear algebra; matrix theory (15-XX) 1 Partial differential equations (35-XX) 1 Dynamical systems and ergodic theory (37-XX) 1 Operator theory (47-XX) Citations by Year