| Can local explanation techniques explain linear additive models? | Sep 19, 2023 | Additive modelsExplanation Fidelity Evaluation | CodeCode Available | 0 |
| LLMs Understand Glass-Box Models, Discover Surprises, and Suggest Repairs | Aug 2, 2023 | Additive models | CodeCode Available | 1 |
| Improving Neural Additive Models with Bayesian Principles | May 26, 2023 | Additive modelsBayesian Inference | CodeCode Available | 0 |
| Curve Your Enthusiasm: Concurvity Regularization in Differentiable Generalized Additive Models | May 19, 2023 | Additive modelsTime Series | CodeCode Available | 0 |
| Representing Additive Gaussian Processes by Sparse Matrices | Apr 29, 2023 | Additive modelsBayesian Optimization | —Unverified | 0 |
| How to address monotonicity for model risk management? | Apr 28, 2023 | Additive modelsFairness | —Unverified | 0 |
| The Structurally Complex with Additive Parent Causality (SCARY) Dataset | Apr 27, 2023 | Additive modelsCausal Discovery | CodeCode Available | 0 |
| Minimax Signal Detection in Sparse Additive Models | Apr 19, 2023 | Additive models | —Unverified | 0 |
| Causal Discovery with Score Matching on Additive Models with Arbitrary Noise | Apr 6, 2023 | Additive modelsCausal Discovery | —Unverified | 0 |
| Exploring and Interacting with the Set of Good Sparse Generalized Additive Models | Mar 28, 2023 | Additive models | CodeCode Available | 0 |
| Interpretable Reinforcement Learning via Neural Additive Models for Inventory Management | Mar 18, 2023 | Additive modelsManagement | —Unverified | 0 |
| GAM Coach: Towards Interactive and User-centered Algorithmic Recourse | Feb 27, 2023 | Additive modelscounterfactual | CodeCode Available | 1 |
| Structural Neural Additive Models: Enhanced Interpretable Machine Learning | Feb 18, 2023 | Additive modelsInterpretable Machine Learning | CodeCode Available | 1 |
| Nowcasting the 2022 mpox outbreak in England | Feb 17, 2023 | Additive models | CodeCode Available | 0 |
| Approximately Bayes-Optimal Pseudo Label Selection | Feb 17, 2023 | Additive modelsPseudo Label | —Unverified | 0 |
| Frugal day-ahead forecasting of multiple local electricity loads by aggregating adaptive models | Feb 16, 2023 | Additive modelsLoad Forecasting | —Unverified | 0 |
| 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 |
