2024 "density ratio estimation" Papers

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Adaptive Learning of Density Ratios in RKHS

Werner Zellinger, Stefan Kindermann, Sergei V. Pereverzyev

ICML 2024posterarXiv:2307.16164

Density Ratio Estimation with Doubly Strong Robustness

Ryosuke Nagumo, Hironori Fujisawa

ICML 2024poster

Minimizing $f$-Divergences by Interpolating Velocity Fields

Song Liu, Jiahao Yu, Jack Simons et al.

ICML 2024posterarXiv:2305.15577

Overcoming Saturation in Density Ratio Estimation by Iterated Regularization

Lukas Gruber, Markus Holzleitner, Johannes Lehner et al.

ICML 2024posterarXiv:2402.13891

Sampling in Unit Time with Kernel Fisher-Rao Flow

Aimee Maurais, Youssef Marzouk

ICML 2024posterarXiv:2401.03892