| Simulating Tariff Impact in Electrical Energy Consumption Profiles with Conditional Variational Autoencoders | Jun 10, 2020 | Additive modelsClustering | —Unverified | 0 |
| A Bayesian Approach for Predicting Food and Beverage Sales in Staff Canteens and Restaurants | May 26, 2020 | Additive modelsDemand Forecasting | —Unverified | 0 |
| Interpretable Learning-to-Rank with Generalized Additive Models | May 6, 2020 | Additive modelsInterpretable Machine Learning | —Unverified | 0 |
| Comparing Lexical Usage in Political Discourse across Diachronic Corpora | May 1, 2020 | Additive modelsTime Series | —Unverified | 0 |
| Neural Additive Models: Interpretable Machine Learning with Neural Nets | Apr 29, 2020 | Additive modelsBIG-bench Machine Learning | CodeCode Available | 1 |
| Estimation and Uniform Inference in Sparse High-Dimensional Additive Models | Apr 3, 2020 | Additive modelsvalid | —Unverified | 0 |
| GAMI-Net: An Explainable Neural Network based on Generalized Additive Models with Structured Interactions | Mar 16, 2020 | Additive models | CodeCode Available | 2 |
| Online Hierarchical Forecasting for Power Consumption Data | Mar 1, 2020 | Additive modelsTime Series | —Unverified | 0 |
| Semi-Structured Distributional Regression -- Extending Structured Additive Models by Arbitrary Deep Neural Networks and Data Modalities | Feb 13, 2020 | Additive modelsregression | CodeCode Available | 1 |
| Sparse Shrunk Additive Models | Jan 1, 2020 | Additive modelsfeature selection | —Unverified | 0 |
| Multidimensional Shape Constraints | Jan 1, 2020 | Additive models | —Unverified | 0 |
| Robust Aggregation for Federated Learning | Dec 31, 2019 | Additive modelsFederated Learning | CodeCode Available | 0 |
| Understanding complex predictive models with Ghost Variables | Dec 13, 2019 | Additive models | CodeCode Available | 0 |
| Reluctant generalized additive modeling | Dec 4, 2019 | Additive models | —Unverified | 0 |
| Benchmarking time series classification -- Functional data vs machine learning approaches | Nov 18, 2019 | Additive modelsBenchmarking | CodeCode Available | 0 |
| Purifying Interaction Effects with the Functional ANOVA: An Efficient Algorithm for Recovering Identifiable Additive Models | Nov 12, 2019 | Additive models | CodeCode Available | 0 |
| bamlss: A Lego Toolbox for Flexible Bayesian Regression (and Beyond) | Sep 25, 2019 | Additive modelsBayesian Inference | —Unverified | 0 |
| InterpretML: A Unified Framework for Machine Learning Interpretability | Sep 19, 2019 | Additive modelsBIG-bench Machine Learning | CodeCode Available | 3 |
| Grounding learning of modifier dynamics: An application to color naming | Sep 17, 2019 | Additive modelsNatural Language Understanding | CodeCode Available | 0 |
| The Partial Response Network: a neural network nomogram | Aug 16, 2019 | Additive modelsBenchmarking | —Unverified | 0 |
| A Factored Generalized Additive Model for Clinical Decision Support in the Operating Room | Jul 29, 2019 | Additive modelsRespiratory Failure | CodeCode Available | 0 |
| Analyzing privacy-aware mobility behavior using the evolution of spatio-temporal entropy | Jun 18, 2019 | Additive modelsRhythm | —Unverified | 0 |
| Fallopian tube anatomy predicts pregnancy and pregnancy outcomes after tubal reversal surgery | Apr 21, 2019 | Additive modelsAnatomy | —Unverified | 0 |
| Do Not Trust Additive Explanations | Mar 27, 2019 | Additive modelsBIG-bench Machine Learning | CodeCode Available | 0 |
| Wavelet regression and additive models for irregularly spaced data | Mar 11, 2019 | Additive modelsregression | —Unverified | 0 |
