Sparse Compositional Metric Learning

15 April 2014

Papers citing "Sparse Compositional Metric Learning"

21 / 21 papers shown

Title
Robustness Implies Generalization via Data-Dependent Generalization Bounds Kenji Kawaguchi Zhun Deng K. Luh Jiaoyang Huang OOD 21 23 0 27 Jun 2022
Adaptive neighborhood Metric learning Kun Song Junwei Han Gong Cheng Jiwen Lu Feiping Nie 19 27 0 20 Jan 2022
Distance Metric Learning through Minimization of the Free Energy Dusan Stosic Darko Stosic Teresa B Ludermir B. Stosic 22 0 0 10 Jun 2021
Towards Certified Robustness of Distance Metric Learning Xiaochen Yang Yiwen Guo Mingzhi Dong Jing-Hao Xue OOD 22 0 0 10 Jun 2020
Multiple Metric Learning for Structured Data Nicolo Colombo 6 0 0 13 Feb 2020
A Probabilistic approach for Learning Embeddings without Supervision U. Dutta Mehrtash Harandi C. Sekhar SSL 43 0 0 17 Dec 2019
Adaptive Nearest Neighbor: A General Framework for Distance Metric Learning Kun Song 24 2 0 22 Nov 2019
Fast Low-rank Metric Learning for Large-scale and High-dimensional Data Han Liu Zhizhong Han Yu-Shen Liu M. Gu 25 7 0 13 Sep 2019
metric-learn: Metric Learning Algorithms in Python William de Vazelhes CJ Carey Yuan Tang Nathalie Vauquier A. Bellet DML 16 52 0 13 Aug 2019
Robust Metric Learning based on the Rescaled Hinge Loss Sumia Abdulhussien Razooqi Al-Obaidi Davood Zabihzadeh H. Hajiabadi 12 10 0 26 Apr 2019
Escaping the Curse of Dimensionality in Similarity Learning: Efficient Frank-Wolfe Algorithm and Generalization Bounds Kuan Liu A. Bellet 16 13 0 20 Jul 2018
Large Scale Local Online Similarity/Distance Learning Framework based on Passive/Aggressive Baida Hamdan Davood Zabihzadeh R. Monsefi 31 1 0 05 Apr 2018
Local Distance Metric Learning for Nearest Neighbor Algorithm Hossein Rajabzadeh M. Z. Jahromi M. Zare S. M. Fakhrahmad 9 2 0 05 Mar 2018
Safe Triplet Screening for Distance Metric Learning Tomoki Yoshida Ichiro Takeuchi Masayuki Karasuyama 14 16 0 12 Feb 2018
Learning Local Metrics and Influential Regions for Classification Mingzhi Dong Yujiang Wang Xiaochen Yang Jing-Hao Xue 34 21 0 09 Feb 2018
Learning Low-Dimensional Metrics Lalit P. Jain Blake Mason Robert D. Nowak 44 37 0 18 Sep 2017
Lifelong Metric Learning Gan Sun Cong Yang Ji Liu Xiaowei Xu OffRL CLL 27 28 0 03 May 2017
Constraint Selection in Metric Learning H. L. Capitaine 14 12 0 14 Dec 2016
Large Margin Nearest Neighbor Classification using Curved Mahalanobis Distances Frank Nielsen Boris Muzellec Richard Nock 13 2 0 22 Sep 2016
Similarity Learning for High-Dimensional Sparse Data Kuan Liu A. Bellet Fei Sha 19 39 0 10 Nov 2014
Robustness and Generalization for Metric Learning A. Bellet Amaury Habrard 47 100 0 05 Sep 2012