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Additive models

Papers

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Boosting with copula-based components0
ControlBurn: Nonlinear Feature Selection with Sparse Tree EnsemblesCode1
An Additive Instance-Wise Approach to Multi-class Model InterpretationCode0
How trial-to-trial learning shapes mappings in the mental lexicon: Modelling Lexical Decision with Linear Discriminative LearningCode1
Interpretability, Then What? Editing Machine Learning Models to Reflect Human Knowledge and ValuesCode5
Using generalized additive models to decompose time series and waveforms, and dissect heart-lung interaction physiologyCode0
Bayesian NVH metamodels to assess interior cabin noise using measurement databases0
Scalable Interpretability via PolynomialsCode1
Neural Basis Models for InterpretabilityCode1
Deletion and Insertion Tests in Regression ModelsCode1
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