conftrace_

conditional mean embedding

10 papers

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Also known as

CME

Co-occurring keywords

reproducing kernel hilbert space (334) operator learning (48) learning rate (192) kernel mean embedding (43) kernel ridge regression (111) bayesian inference (1907) measure-theoretic approach (1) markov transition operator (2) interpolation theory (1) multiresolution datum (1)

Papers

Operator World Models for Reinforcement Learning NIPS 2024
Integrating Prior Knowledge in Contrastive Learning with Kernel ICML 2023
Compressed Decentralized Learning of Conditional Mean Embedding Operators in Reproducing Kernel Hilbert Spaces AAAI 2023
Sobolev Norm Learning Rates for Conditional Mean Embeddings AISTATS 2022
Kernel Autocovariance Operators of Stationary Processes: Estimation and Convergence JMLR 2022
Optimal Rates for Regularized Conditional Mean Embedding Learning NIPS 2022
Deconditional Downscaling with Gaussian Processes NIPS 2021
Active Learning of Conditional Mean Embeddings via Bayesian Optimisation UAI 2020
A Measure-Theoretic Approach to Kernel Conditional Mean Embeddings NIPS 2020
Bayesian Learning of Conditional Kernel Mean Embeddings for Automatic Likelihood-Free Inference AISTATS 2019