"conditional density estimation" Papers

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Conformal Inference of Individual Treatment Effects Using Conditional Density Estimates

Baozhen Wang, Xingye Qiao

AAAI 2025paperarXiv:2501.14933
4
citations

Masked Language Modeling Becomes Conditional Density Estimation for Tabular Data Synthesis

Seunghwan An, Gyeongdong Woo, Jaesung Lim et al.

AAAI 2025paperarXiv:2405.20602
2
citations

Adaptive Learning of Density Ratios in RKHS

Werner Zellinger, Stefan Kindermann, Sergei V. Pereverzyev

ICML 2024arXiv:2307.16164
7
citations

Neural-Kernel Conditional Mean Embeddings

Eiki Shimizu, Kenji Fukumizu, Dino Sejdinovic

ICML 2024arXiv:2403.10859
4
citations

Winner-takes-all learners are geometry-aware conditional density estimators

Victor Letzelter, David Perera, Cédric Rommel et al.

ICML 2024arXiv:2406.04706
6
citations