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density ratio

36 papers

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Also known as

DR

Co-occurring keywords · papers mentioning both

density ratio estimation (11) domain adaptation (9) covariate shift (4) sample complexity (4) shallow fusion (3) kernel methods (3) generative adversarial network (3) off-policy learning (3) distribution shift (3) importance sampling (3)

Papers

GradientDICE: Rethinking Generalized Offline Estimation of Stationary Values ICML 2020 Off-Policy Evaluation and Learning for External Validity under a Covariate Shift NeurIPS 2020 Rethinking Importance Weighting for Deep Learning under Distribution Shift NeurIPS 2020 Training Generative Adversarial Networks from Incomplete Observations using Factorised Discriminators ICLR 2020 Low-Dimensional Density Ratio Estimation for Covariate Shift Correction AISTATS 2019 The Implicit Metropolis-Hastings Algorithm NeurIPS 2019 Breaking the Curse of Horizon: Infinite-Horizon Off-Policy Estimation NeurIPS 2018 Stabilizing Training of Generative Adversarial Networks through Regularization NeurIPS 2017 Local Kernel Density Ratio-Based Feature Selection for Outlier Detection ACML 2012 Direct Importance Estimation with Model Selection and Its Application to Covariate Shift Adaptation NeurIPS 2007 Estimating divergence functionals and the likelihood ratio by penalized convex risk minimization NeurIPS 2007