rkhs 13 kernel 4 regression 4 gaussian-processes 4 fisher-information 3 logistic-regression 3 rkks 3 splines 3 linear-regression 3 normal-splines 2 multinomial 2 approximation 2 classification 2 binary 2 mcmc 2 fda 2 gpr 2 rbf 2 reproducing-kernel 2 reproducing-kernel-hilbert-space 2 interpolation 2 bayesian 2 krein-spaces 2 hilbert-spaces 2 empirical-bayes 2 probit 2 approximate-inference 1 kernel-embeddings 1 bayesian-optimization 1 kernel-mean-embeddings 1 kernel-methods 1 active-learning 1 functional 1 conditional-mean-embeddings 1 hilbert 1 krein 1 longitudinal 1 multilevel 1 priors 1 random-effects 1 reproducing 1 space 1 gaussian 1 prior 1 process 1 em-algorithm 1 frechet 1 gateaux 1 variable-selection 1 variational-inference 1 multivariate 1 f-divergence 1 zero-inflated 1 ridge-regression 1 penalized-regression 1 pca 1 neural-network 1 mixed-models 1 maximum-likelihood-estimation 1 machine-learning 1 lasso 1 hamiltonian-monte-carlo 1 gradient-descent 1 expectation-maximization 1 cox-model 1 algorithms 1 ntk 1 neural-tangent-kernel 1 laplace-kernel 1 matern-kernel 1 hermite-splines 1 hermite-birkhoff 1 function-approximation 1 reversible-jump-mcmc 1 bayesian-inference 1 tensor 1 nonparametric-statistics 1 eeg 1 dimensionality-reduction 1 csiq 1 wasserstein-gradient-flows 1 sampling-methods 1 sampling 1 regularization 1 particle-flow 1 mmd 1 gradient-flow 1