Similarity Component Analysis Dec 1, 2013 Link Prediction Metric Learning
— Unverified Multiple Closed-Form Local Metric Learning for K-Nearest Neighbor Classifier Nov 12, 2013 Form General Classification
— Unverified Reconstructing Big Semantic Similarity Networks Oct 1, 2013 Dimensionality Reduction Metric Learning
— Unverified A Kernel Classification Framework for Metric Learning Sep 23, 2013 Classification General Classification
— Unverified A Metric-learning based framework for Support Vector Machines and Multiple Kernel Learning Sep 16, 2013 Metric Learning
— Unverified The Classification Accuracy of Multiple-Metric Learning Algorithm on Multi-Sensor Fusion Sep 11, 2013 General Classification Metric Learning
— Unverified Manopt, a Matlab toolbox for optimization on manifolds Aug 23, 2013 Dimensionality Reduction Low-Rank Matrix Completion
— Unverified Supervised Metric Learning with Generalization Guarantees Jul 17, 2013 Generalization Bounds Metric Learning
— Unverified Neighborhood Repulsed Metric Learning for Kinship Verification Jul 17, 2013 Kinship Verification Metric Learning
— Unverified Learning an Integrated Distance Metric for Comparing Structure of Complex Networks Jul 13, 2013 Clustering General Classification
— Unverified A Survey on Metric Learning for Feature Vectors and Structured Data Jun 28, 2013 BIG-bench Machine Learning Metric Learning
— Unverified Guaranteed Classification via Regularized Similarity Learning Jun 13, 2013 BIG-bench Machine Learning Classification
— Unverified Fusing Robust Face Region Descriptors via Multiple Metric Learning for Face Recognition in the Wild Jun 1, 2013 Face Recognition Face Verification
— Unverified Learning Locally-Adaptive Decision Functions for Person Verification Jun 1, 2013 Face Verification Metric Learning
— Unverified Locally Aligned Feature Transforms across Views Jun 1, 2013 Clustering Metric Learning
— Unverified Local Fisher Discriminant Analysis for Pedestrian Re-identification Jun 1, 2013 Dimensionality Reduction Metric Learning
— Unverified On the Generalization Ability of Online Learning Algorithms for Pairwise Loss Functions May 11, 2013 Generalization Bounds Metric Learning
— Unverified Efficient Distance Metric Learning by Adaptive Sampling and Mini-Batch Stochastic Gradient Descent (SGD) Apr 3, 2013 Computational Efficiency Metric Learning
— Unverified Information Theoretic Learning with Infinitely Divisible Kernels Jan 16, 2013 Metric Learning
— Unverified Robust Text Detection in Natural Scene Images Jan 11, 2013 Clustering Metric Learning
— Unverified Large Scale Strongly Supervised Ensemble Metric Learning, with Applications to Face Verification and Retrieval Dec 25, 2012 Face Verification Metric Learning
— Unverified Metric Learning for Graph-Based Domain Adaptation Dec 1, 2012 Domain Adaptation Metric Learning
— Unverified Modeling ESL Word Choice Similarities By Representing Word Intensions and Extensions Dec 1, 2012 Grammatical Error Correction Language Acquisition
— Unverified Parametric Local Metric Learning for Nearest Neighbor Classification Dec 1, 2012 Classification General Classification
— Unverified A Geometric take on Metric Learning Dec 1, 2012 Dimensionality Reduction Metric Learning
— Unverified Non-linear Metric Learning Dec 1, 2012 Metric Learning
— Unverified Semi-Crowdsourced Clustering: Generalizing Crowd Labeling by Robust Distance Metric Learning Dec 1, 2012 Clustering Computational Efficiency
— Unverified Latent Coincidence Analysis: A Hidden Variable Model for Distance Metric Learning Dec 1, 2012 Dimensionality Reduction Metric Learning
— Unverified Communication/Computation Tradeoffs in Consensus-Based Distributed Optimization Dec 1, 2012 Distributed Optimization Metric Learning
— Unverified Hamming Distance Metric Learning Dec 1, 2012 General Classification Metric Learning
— Unverified Robustness and Generalization for Metric Learning Sep 5, 2012 Generalization Bounds Metric Learning
— Unverified Detection of Peculiar Word Sense by Distance Metric Learning with Labeled Examples May 1, 2012 General Classification Metric Learning
— Unverified Robust Metric Learning by Smooth Optimization Mar 15, 2012 Articles Combinatorial Optimization
— Unverified Metric Learning with Multiple Kernels Dec 1, 2011 Metric Learning
— Unverified Learning a Distance Metric from a Network Dec 1, 2011 Graph Embedding Metric Learning
— Unverified Maximum Covariance Unfolding : Manifold Learning for Bimodal Data Dec 1, 2011 Cross-Modal Retrieval Dimensionality Reduction
— Unverified Target Neighbor Consistent Feature Weighting for Nearest Neighbor Classification Dec 1, 2011 Classification feature selection
— Unverified Learning a Tree of Metrics with Disjoint Visual Features Dec 1, 2011 Attribute Metric Learning
— Unverified Learning Sequence Neighbourhood Metrics Sep 9, 2011 General Classification Metric Learning
— Unverified Generative Local Metric Learning for Nearest Neighbor Classification Dec 1, 2010 Classification Dimensionality Reduction
— Unverified Inductive Regularized Learning of Kernel Functions Dec 1, 2010 Dimensionality Reduction General Classification
— Unverified Large Margin Multi-Task Metric Learning Dec 1, 2010 Metric Learning Multi-Task Learning
— Unverified Worst-Case Linear Discriminant Analysis Dec 1, 2010 Dimensionality Reduction Metric Learning
— Unverified Sparse Metric Learning via Smooth Optimization Dec 1, 2009 Dimensionality Reduction Metric Learning
— Unverified Regularized Distance Metric Learning:Theory and Algorithm Dec 1, 2009 Face Recognition General Classification
— Unverified Positive Semidefinite Metric Learning with Boosting Dec 1, 2009 General Classification Metric Learning
— Unverified Supervised Bipartite Graph Inference Dec 1, 2008 Metric Learning
— Unverified Online Metric Learning and Fast Similarity Search Dec 1, 2008 Metric Learning
— Unverified 