conftrace_

covariate shift adaptation

7 papers

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Co-occurring keywords

covariate shift (157) density ratio estimation (48) domain adaptation (4595) importance estimation (8) reproducing kernel hilbert space (334) mutual information estimation (21) closed-form solution (36) two-sample testing (14) generalization bound (652) gaussian mixture model (389)

Papers

On Regularized Radon-Nikodym Differentiation JMLR 2024
Online Boosting Adaptive Learning under Concept Drift for Multistream Classification AAAI 2024
Double-Weighting for Covariate Shift Adaptation ICML 2023
Adaptive Learning of Density Ratios in RKHS JMLR 2023
Improving robustness against common corruptions by covariate shift adaptation NIPS 2020
A Least-squares Approach to Direct Importance Estimation JMLR 2009
Direct Importance Estimation with Model Selection and Its Application to Covariate Shift Adaptation NIPS 2007