conftrace_

maximum mean discrepancy

164 papers

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Also known as

MMD

Co-occurring keywords

kernel methods (1097) domain adaptation (4595) reproducing kernel hilbert space (334) two-sample test (51) optimal transport (948) distribution matching (127) hypothesis testing (254) generative adversarial network (1944) transfer learning (5449) kernel mean embedding (43)

Papers

On the High Dimensional Power of a Linear-Time Two Sample Test under Mean-shift Alternatives AISTATS 2015
Generative Moment Matching Networks ICML 2015
Statistical Model Criticism using Kernel Two Sample Tests NIPS 2015
Recognizing RGB Images by Learning from RGB-D Data CVPR 2014
Domain Adaptation on the Statistical Manifold CVPR 2014
Maximum Mean Discrepancy for Class Ratio Estimation: Convergence Bounds and Kernel Selection ICML 2014
Transfer Joint Matching for Unsupervised Domain Adaptation CVPR 2014
B-test: A Non-parametric, Low Variance Kernel Two-sample Test NIPS 2013
Maximum Mean Discrepancy Imitation Learning RSS 2013
Optimal kernel choice for large-scale two-sample tests NIPS 2012
A Kernel Two-Sample Test JMLR 2012
Learning to Locate Relative Outliers ACML 2011
Hilbert Space Embeddings and Metrics on Probability Measures JMLR 2010
Kernel Choice and Classifiability for RKHS Embeddings of Probability Distributions NIPS 2009