| DNAMite: Interpretable Calibrated Survival Analysis with Discretized Additive Models | Nov 8, 2024 | Additive modelsSurvival Analysis | CodeCode Available | 0 | 5 |
| Axiomatic Interpretability for Multiclass Additive Models | Oct 22, 2018 | Additive modelsBinary Classification | CodeCode Available | 0 | 5 |
| Benchmarking time series classification -- Functional data vs machine learning approaches | Nov 18, 2019 | Additive modelsBenchmarking | CodeCode Available | 0 | 5 |
| Generalized Minkowski sets for the regularization of inverse problems | Mar 10, 2019 | Additive models | CodeCode Available | 0 | 5 |
| Chained Gaussian Processes | Apr 18, 2016 | Additive modelsGaussian Processes | CodeCode Available | 0 | 5 |
| Flexible, Non-parametric Modeling Using Regularized Neural Networks | Dec 18, 2020 | Additive modelsModel Selection | CodeCode Available | 0 | 5 |
| A cautionary tale on fitting decision trees to data from additive models: generalization lower bounds | Oct 18, 2021 | Additive modelsDecision Making | CodeCode Available | 0 | 5 |
| Model compression as constrained optimization, with application to neural nets. Part V: combining compressions | Jul 9, 2021 | Additive modelsLow-rank compression | CodeCode Available | 0 | 5 |
| Challenging the Performance-Interpretability Trade-off: An Evaluation of Interpretable Machine Learning Models | Sep 22, 2024 | Additive modelsInterpretable Machine Learning | CodeCode Available | 0 | 5 |
| Forecasting time series with constraints | Feb 14, 2025 | Additive modelsBenchmarking | CodeCode Available | 0 | 5 |
