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distribution regression

12 papers

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DR

Co-occurring keywords · papers mentioning both

kernel methods (5) learning theory (3) statistical learning (3) kernel ridge regression (2) nonparametric regression (2) reproducing kernel hilbert space (2) ridge regression (2) bayesian inference (2) metric learning (2) signature method (1)

Papers

Learning to Embed Distributions via Maximum Kernel Entropy NeurIPS 2024 Bag Graph: Multiple Instance Learning Using Bayesian Graph Neural Networks AAAI 2022 Distribution Regression with Sliced Wasserstein Kernels ICML 2022 Distribution Regression for Sequential Data AISTATS 2021 Stochastic Gradient Descent Meets Distribution Regression AISTATS 2021 Bayesian Approaches to Distribution Regression AISTATS 2018 Estimating Cosmological Parameters from the Dark Matter Distribution ICML 2016 Learning Theory for Distribution Regression JMLR 2016 Two-stage sampled learning theory on distributions AISTATS 2015 Fast Distribution To Real Regression AISTATS 2014 Distribution-Free Distribution Regression AISTATS 2013 Distribution to Distribution Regression ICML 2013