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A unified framework for dataset shift diagnostics
v1v2v3v4 (latest)

A unified framework for dataset shift diagnostics

Information Sciences (Inf. Sci.), 2022
17 May 2022
Felipe Maia Polo
Rafael Izbicki
Evanildo G. Lacerda
J. Ibieta-Jimenez
R. Vicente
ArXiv (abs)PDFHTMLGithub (33★)

Papers citing "A unified framework for dataset shift diagnostics"

4 / 4 papers shown
Classification under Nuisance Parameters and Generalized Label Shift in
  Likelihood-Free Inference
Classification under Nuisance Parameters and Generalized Label Shift in Likelihood-Free Inference
Luca Masserano
Alexander Shen
Michele Doro
T. Dorigo
Rafael Izbicki
Ann B. Lee
OOD
155
0
0
08 Feb 2024
Computing Marginal and Conditional Divergences between Decomposable
  Models with Applications
Computing Marginal and Conditional Divergences between Decomposable Models with Applications
Loong Kuan Lee
Geoffrey I. Webb
Daniel F. Schmidt
Nico Piatkowski
228
1
0
13 Oct 2023
Conditional independence testing under misspecified inductive biases
Conditional independence testing under misspecified inductive biasesNeural Information Processing Systems (NeurIPS), 2023
Felipe Maia Polo
Yuekai Sun
Moulinath Banerjee
CML
296
6
0
05 Jul 2023
Efficient and Multiply Robust Risk Estimation under General Forms of
  Dataset Shift
Efficient and Multiply Robust Risk Estimation under General Forms of Dataset ShiftAnnals of Statistics (Ann. Stat.), 2023
Hongxiang Qiu
E. T. Tchetgen
Guang Cheng
OOD
439
11
0
28 Jun 2023
1
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