conftrace_

hilbert space embedding

11 papers

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Also known as

HSE

Co-occurring keywords

kernel methods (1097) reproducing kernel hilbert space (334) graphical model (864) probability measure (59) hilbert space (43) optimal transport (948) kernel belief propagation (2) characteristic kernel (8) positive definite kernel (17) sure screening property (3)

Papers

Intrinsic Sliced Wasserstein Distances for Comparing Collections of Probability Distributions on Manifolds and Graphs ICML 2023
Computationally Efficient PAC RL in POMDPs with Latent Determinism and Conditional Embeddings ICML 2023
Quantitative stability of optimal transport maps and linearization of the 2-Wasserstein space AISTATS 2020
Learning and Inference in Hilbert Space with Quantum Graphical Models NIPS 2018
Learning Euclidean-to-Riemannian Metric for Point-to-Set Classification CVPR 2014
Kernel Mean Estimation and Stein Effect ICML 2014
A Framework for Shape Analysis via Hilbert Space Embedding ICCV 2013
Ultrahigh Dimensional Feature Screening via RKHS Embeddings AISTATS 2013
Hilbert Space Embeddings and Metrics on Probability Measures JMLR 2010
Nonparametric Tree Graphical Models AISTATS 2010
Kernel Measures of Independence for non-iid Data NIPS 2008