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Fisher Rudin Dominici 2019 Model Class Reliance
Folder: Research/Model-Validation-and-Interpretability/Feature-Importance-and-Stability/Fisher-Rudin-Dominici-2019---Model-Class-Reliance
15 items under this folder.
Oct 13, 2026
Fisher Rudin Dominici 2019 - Model Class Reliance - Overview
source/ingested
topic/model-validation
topic/interpretability
topic/variable-importance
type/overview
doc/paper
Oct 13, 2026
Model Class Reliance - Appendix B Proofs of the Finite-Sample Bounds
source/ingested
topic/model-validation
topic/learning-theory
type/proof
doc/paper
Oct 13, 2026
Model Class Reliance - Appendix C Proofs of the Binary Search Lemmas
source/ingested
topic/model-validation
topic/optimization
type/proof
method/fractional-programming
doc/paper
Oct 13, 2026
Model Class Reliance - Bibliographic Details and Reference List
source/ingested
topic/model-validation
topic/interpretability
topic/variable-importance
type/reference
doc/paper
Oct 13, 2026
Model Class Reliance - Binary Search Computation
source/ingested
topic/model-validation
topic/optimization
type/theorem
type/concept
method/fractional-programming
doc/paper
Oct 13, 2026
Model Class Reliance - Discussion, Limitations and Extensions
source/ingested
topic/model-validation
topic/interpretability
type/concept
doc/paper
Oct 13, 2026
Model Class Reliance - Outer and Inner Finite-Sample Bounds
source/ingested
topic/model-validation
topic/interpretability
topic/learning-theory
type/theorem
type/proof
doc/paper
Oct 13, 2026
Model Class Reliance - Recidivism Case Study
source/ingested
topic/model-validation
topic/interpretability
topic/fairness
type/example
doc/paper
Oct 13, 2026
Model Class Reliance - Toy Example and Bootstrap Coverage Simulations
source/ingested
topic/model-validation
topic/simulation
topic/interpretability
type/example
doc/paper
Oct 13, 2026
Model Class Reliance for Linear and RKHS Model Classes
source/ingested
topic/model-validation
topic/interpretability
topic/regression
type/theorem
method/quadratic-programming
doc/paper
Oct 13, 2026
Model Reliance - Permutation Importance as a U-Statistic
source/ingested
topic/model-validation
topic/interpretability
topic/variable-importance
type/definition
type/theorem
doc/paper
Oct 13, 2026
Model Reliance, Causal Effects and Conditional Model Reliance
source/ingested
topic/model-validation
topic/interpretability
topic/causal-inference
type/theorem
type/definition
doc/paper
Oct 13, 2026
Rashomon Sets and Model Class Reliance - Definitions
source/ingested
topic/model-validation
topic/interpretability
topic/variable-importance
type/definition
type/concept
doc/paper
Oct 13, 2026
Rashomon-Set Confidence Intervals and Profile Likelihood
source/ingested
topic/model-validation
topic/statistical-inference
type/theorem
doc/paper
Oct 13, 2026
Index: Fisher Rudin Dominici 2019 - Model Class Reliance
type/index
source/ingested
topic/model-validation