"nonparametric estimation" Papers

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Doubly-Robust Estimation of Counterfactual Policy Mean Embeddings

Houssam Zenati, Bariscan Bozkurt, Arthur Gretton

NEURIPS 2025arXiv:2506.02793
1
citations

SD-KDE: Score-Debiased Kernel Density Estimation

Elliot Epstein, Rajat Vadiraj Dwaraknath, Thanawat Sornwanee et al.

NEURIPS 2025arXiv:2504.19084
2
citations

Kernel Debiased Plug-in Estimation: Simultaneous, Automated Debiasing without Influence Functions for Many Target Parameters

Brian Cho, Yaroslav Mukhin, Kyra Gan et al.

ICML 2024arXiv:2306.08598
3
citations

Model-based Reinforcement Learning for Confounded POMDPs

Mao Hong, Zhengling Qi, Yanxun Xu

ICML 2024