conftrace_

distribution regression

12 papers

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DR

Co-occurring keywords

kernel methods (1097) learning theory (519) statistical learning (351) kernel ridge regression (111) reproducing kernel hilbert space (334) ridge regression (134) bayesian inference (1907) metric learning (1190) signature method (5) expected signature (1)

Papers

Learning to Embed Distributions via Maximum Kernel Entropy NIPS 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