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Additive models

Papers

Showing 110 of 252 papers

TitleStatusHype
Interpretability, Then What? Editing Machine Learning Models to Reflect Human Knowledge and ValuesCode5
GAM(e) changer or not? An evaluation of interpretable machine learning models based on additive model constraintsCode5
InterpretML: A Unified Framework for Machine Learning InterpretabilityCode3
Data Science with LLMs and Interpretable ModelsCode2
GAMI-Net: An Explainable Neural Network based on Generalized Additive Models with Structured InteractionsCode2
Fast Interpretable Greedy-Tree SumsCode1
Augmenting Interpretable Models with LLMs during TrainingCode1
Fast Sparse Classification for Generalized Linear and Additive ModelsCode1
ControlBurn: Nonlinear Feature Selection with Sparse Tree EnsemblesCode1
Additive Covariance Matrix Models: Modelling Regional Electricity Net-Demand in Great BritainCode1
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