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Additive models

Papers

Showing 121130 of 252 papers

TitleStatusHype
Individualized and Global Feature Attributions for Gradient Boosted Trees in the Presence of _2 RegularizationCode0
The Projected Covariance Measure for assumption-lean variable significance testingCode0
On the Safety of Interpretable Machine Learning: A Maximum Deviation Approach0
Short-term prediction of stream turbidity using surrogate data and a meta-model approach0
Higher-order Neural Additive Models: An Interpretable Machine Learning Model with Feature InteractionsCode0
Monotonic Neural Additive Models: Pursuing Regulated Machine Learning Models for Credit Scoring0
Generalized Groves of Neural Additive Models: Pursuing transparent and accurate machine learning models in finance0
A review of predictive uncertainty estimation with machine learning0
Regression modelling of spatiotemporal extreme U.S. wildfires via partially-interpretable neural networksCode0
Boosting with copula-based components0
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