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Effective Sample Size, Dimensionality, and Generalization ...
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由 FM Polo 著作2020被引用 15 次 — In this paper, we focus on building a unified view connecting the ESS, data dimensionality, and generalization in the context of covariate shift adaptation.
Effective sample size, dimensionality, and generalization in ...
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由 F Maia Polo 著作2023被引用 15 次 — In this paper, we focus on building a unified view connecting the ESS, data dimensionality, and generalization in the context of covariate shift adaptation.
Effective Sample Size, Dimensionality, and Generalization ...
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Hence, in this paper, we focus on building a unified view connecting the ESS, data dimensionality, and generalization in the context of covariate shift ...
Effective sample size, dimensionality, and generalization in ...
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This paper focuses on building a unified view connecting the ESS, data dimensionality, and generalization in the context of covariate shift adaptation, ...
Effective sample size, dimensionality, and generalization in ...
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由 FM Polo 著作2023被引用 15 次 — Covariate shift adaptation is usually implemented using importance weighting, which may fail, according to common wisdom, due to small effective sample sizes ( ...
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Effective Sample Size, Dimensionality, and Generalization ...
arXiv
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arXiv
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由 FM Polo 著作2020被引用 15 次 — Hence, in this paper, we focus on building a unified view connecting the ESS, data dimensionality, and generalization in the context of ...
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Effective sample size, dimensionality, and generalization in covariate shift adaptation. F Maia Polo, R Vicente. Neural Computing and Applications, 1-13, 2022.
Covariate Shift Adaptation in High-Dimensional and ...
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由 FM Polo 著作被引用 4 次 — Traditionally, Covariate Shift Adaptation is implemented using Importance Weighting which may fail in high-dimensional settings due to small Effective Sample ...
Model Selection Under Covariate Shift
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由 M Sugiyama 著作2005被引用 40 次 — A One-Step Approach to Covariate Shift Adaptation. Article 03 June 2021. Effective sample size, dimensionality, and generalization in covariate shift adaptation.
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Effective Sample Size, Dimensionality, and Generalization in Covariate Shift Adaptation. Felipe Maia Polo, Renato Vicente. Jan 09 2022. stat.ML, cs.AI, cs.LG ...
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