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| Neural Additive Models for Location Scale and Shape: A Framework for Interpretable Neural Regression Beyond the Mean | Jan 27, 2023 | Additive models | CodeCode Available | 1 |
| Monotonicity for AI ethics and society: An empirical study of the monotonic neural additive model in criminology, education, health care, and finance | Jan 17, 2023 | Additive modelsEthics | —Unverified | 0 |
| Extractive Text Summarization Using Generalized Additive Models with Interactions for Sentence Selection | Dec 21, 2022 | Additive modelsBinary Classification | —Unverified | 0 |
| Classification by sparse generalized additive models | Dec 4, 2022 | Additive modelsClassification | —Unverified | 0 |
| Ensemble Multi-Quantiles: Adaptively Flexible Distribution Prediction for Uncertainty Quantification | Nov 26, 2022 | Additive modelsregression | CodeCode Available | 0 |
| Estimating Discontinuous Time-Varying Risk Factors and Treatment Benefits for COVID-19 with Interpretable ML | Nov 15, 2022 | Additive models | —Unverified | 0 |
| Additive Covariance Matrix Models: Modelling Regional Electricity Net-Demand in Great Britain | Nov 14, 2022 | Additive modelsenergy trading | CodeCode Available | 1 |
| Rethinking Log Odds: Linear Probability Modelling and Expert Advice in Interpretable Machine Learning | Nov 11, 2022 | Additive modelsBinary Classification | —Unverified | 0 |
| Individualized and Global Feature Attributions for Gradient Boosted Trees in the Presence of _2 Regularization | Nov 8, 2022 | Additive modelsfeature selection | CodeCode Available | 0 |