conftrace_

probability measure

59 papers

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Co-occurring keywords

optimal transport (948) kernel methods (1097) wasserstein distance (417) reproducing kernel hilbert space (334) wasserstein barycenter (46) gradient flow (142) maximum mean discrepancy (164) gradient descent (1144) probability distribution (265) variational inference (2069)

Papers

Recovering Distributions from Gaussian RKHS Embeddings AISTATS 2014
Sketching the Support of a Probability Measure AISTATS 2014
Learning from Distributions via Support Measure Machines NIPS 2012
Learning Probability Measures with respect to Optimal Transport Metrics NIPS 2012
Recovery of Sparse Probability Measures via Convex Programming NIPS 2012
On the relation between universality, characteristic kernels and RKHS embedding of measures AISTATS 2010
Hilbert Space Embeddings and Metrics on Probability Measures JMLR 2010
Nonextensive Information Theoretic Kernels on Measures JMLR 2009
Learning Minimum Volume Sets JMLR 2006