Research graph
References from Metric Learning: A Survey. Local targets link to admitted publications; unresolved targets remain external evidence.
Mirror descent and nonlinear projected subgradient methods for convex optimization
10.1016/s0167-6377(02)00231-6 · 2003 · External reference
Unresolved reference
1999 · External reference
Integrating constraints and metric learning in semi-supervised clustering
10.1145/1015330.1015360 · 2004 · External reference
Unresolved reference
2006 · External reference
Unresolved reference
1998 · External reference
10.1017/cbo9780511804441
10.1017/cbo9780511804441 · 2004 · External reference
A method for finding projections onto the intersection of convex sets in Hilbert spaces
10.1007/978-1-4613-9940-7_3 · 1986 · External reference
The relxation method of finding the common points of convex sets and its application to the solutionof problems in convex programming
10.1016/0041-5553(67)90040-7 · 1967 · External reference
Generalization bounds for metric and similarity learning
2012 · External reference
10.1017/cbo9780511546921
10.1017/cbo9780511546921 · 2006 · External reference
A new kernelization framework for Mahalanobis distance learning algorithms
10.1016/j.neucom.2009.11.037 · 2010 · External reference
An online algorithm for lrage scale image similarity learning
2009 · External reference
Learning a similarity metric discrimina- tively, with application to face verification
2005 · External reference
M-Tree: An efficient access method for similarity search in metric spaces
1997 · External reference
Online passive- aggressive algorithms
2004 · External reference
3D texture recognition using bidirectional feature histograms
10.1023/b:visi.0000020670.05764.55 · 2004 · External reference
Unresolved reference
2002 · External reference
Frustratingly easy domain adaptation
2007 · External reference
Structured metric learning for high-dimensional problems
10.1145/1401890.1401918 · 2008 · External reference
Information-theoretic metric learning
10.1145/1273496.1273523 · 2007 · External reference
A new variational result for quasi-Newton formulae
10.1137/0801002 · 1991 · External reference
An algorithm for finding best matches in logarithmic expected time
10.1145/355744.355745 · 1977 · External reference
Learning globally consistent local distance functions for shape-based image retrieval and classification
10.1109/iccv.2007.4408839 · 2007 · External reference
A survey of kernels for structured data
2003 · External reference
Metric learning by collapsing classes
2005 · External reference
Neighbourhood components analysis
2004 · External reference
Convex programming in Hilbert space
10.1090/s0002-9904-1964-11178-2 · 1964 · External reference
Unresolved reference
1996 · External reference
The pyramid match kernel: Efficient learning with sets of features
2007 · External reference
Is that you? Metric learning approaches for face identification
10.1109/iccv.2009.5459197 · 2009 · External reference
Improved error reporting for software that uses black box components
10.1145/1250734.1250747 · 2007 · External reference
Learning distance metrics with contextual constraints for image retrieval
10.1109/cvpr.2006.167 · 2006 · External reference
Discriminant embedding for local image descriptors
10.1109/iccv.2007.4408857 · 2007 · External reference
Approximate nearest neighbors: Towards removing the curse of dimensionality
10.1145/276698.276876 · 1998 · External reference
Metric and kernel learning using a linear transformation
2012 · External reference
Inductive regularized learning of kernel functions
2010 · External reference
Online metric learning and fast similarity search
2008 · External reference
Fast image search for learned metrics
10.1109/cvpr.2008.4587841 · 2008 · External reference
Estimation with quadratic loss
1961 · External reference
Regularized distance metric learning: Theory and algorithm
2009 · External reference
Informative discriminant analysis
2003 · External reference
Nonlinear metric learning
2012 · External reference
Fast similarity search for learned metrics
10.1109/tpami.2009.151 · 2009 · External reference
What you saw is not what you get: Domain adaptation using asymmetric kernel transforms
10.1109/cvpr.2011.5995702 · 2011 · External reference
Learning low-rank kernel matrices
10.1145/1143844.1143908 · 2006 · External reference
Low-rank kernel learning with Breg- man matrix divergences
2009 · External reference
Learning with idealized kernels
2003 · External reference
Metric learning for text documents
10.1109/tpami.2006.77 · 2006 · External reference
Constrained minimization problems
10.1016/0041-5553(66)90114-5 · 1966 · External reference
Text classification using string kernels
2002 · External reference
On the generalized distance in statistics
1936 · External reference
Metric learning to rank
2010 · External reference
Unresolved reference
2004 · External reference
Large margin multi-task metric learning
2010 · External reference
Learning sparse metric via linear programming
10.1145/1150402.1150444 · 2006 · External reference
EM algorithms for PCA and SPCA
1998 · External reference
Adapting visual category models to new domains
10.1007/978-3-642-15561-1_16 · 2010 · External reference
Learning a nonlinear embedding by preserving class neighbourhood structure
2007 · External reference
Unresolved reference
2002 · External reference
Nonlinear component analysis as a kernel eigenvalue problem
10.1162/089976698300017467 · 1998 · External reference
Learning a distance metric from relative comparisons
2003 · External reference
Fast pose estimation with parameter-sensitive hashing
10.1109/iccv.2003.1238424 · 2003 · External reference
Online learning of pseudometrics
2004 · External reference
10.1017/cbo9780511809682
10.1017/cbo9780511809682 · 2004 · External reference
Learning a metric for music similarity
2008 · External reference
Photo tourism: Exploring photo collections in 3D
10.1145/1179352.1141964 · 2006 · External reference
Metric learning for DNA microarray data analysis
10.1088/1742-6596/197/1/012008 · 2009 · External reference
Metric learning for reinforcement learning agents
10.65109/wbhq9057 · 2011 · External reference
Regression shrinkage and selection via the lasso
10.1111/j.2517-6161.1996.tb02080.x · 1996 · External reference
Probabilistic principal component analysis
10.1111/1467-9868.00196 · 1999 · External reference
Large margin component analysis
10.7551/mitpress/7503.003.0178 · 2007 · External reference
Human activity recognition with metric learning
10.1007/978-3-540-88682-2_42 · 2008 · External reference
Local invariant feature detectors: A survey
10.1561/0600000017 · 2008 · External reference
Satisfying general proximity/similarity queries with metric trees
10.1016/0020-0190(91)90074-r · 1991 · External reference
A statistical approach to material classification using image patch exemplars
10.1109/tpami.2008.182 · 2009 · External reference
Distance metric learning for large margin nearest neighbor classification
2005 · External reference
Fast solvers and efficient implementations for distance metric learning
10.1145/1390156.1390302 · 2008 · External reference
Distance metric learning for large margin nearest neighbor classification
2009 · External reference
Metric learning for kernel regression
2007 · External reference
Distance metric learning, with application to clustering with side-information
2002 · External reference
Kernel-based distance metric learning for microarray data classification
10.1186/1471-2105-7-299 · 2006 · External reference
Sparse metric learning via smooth optimization
2009 · External reference
Distance metric learning with eigenvalue optimization
2012 · External reference
Online convex programming and generalized infinitesimal gradient ascent
2003 · External reference
