| Extracting Expert's Goals by What-if Interpretable Modeling | Oct 28, 2021 | Additive modelsreinforcement-learning | —Unverified | 0 |
| Spike-and-Slab LASSO Generalized Additive Models and Scalable Algorithms for High-Dimensional Data Analysis | Oct 27, 2021 | Additive models | CodeCode Available | 0 |
| Partial Order in Chaos: Consensus on Feature Attributions in the Rashomon Set | Oct 26, 2021 | Additive modelsDiversity | CodeCode Available | 0 |
| A cautionary tale on fitting decision trees to data from additive models: generalization lower bounds | Oct 18, 2021 | Additive modelsDecision Making | CodeCode Available | 0 |
| Accelerated Componentwise Gradient Boosting using Efficient Data Representation and Momentum-based Optimization | Oct 7, 2021 | Additive models | —Unverified | 0 |
| Additive Poisson Process: Learning Intensity of Higher-Order Interaction in Poisson Processes | Sep 29, 2021 | Additive models | —Unverified | 0 |
| Huber Additive Models for Non-stationary Time Series Analysis | Sep 29, 2021 | Additive modelsCausal Discovery | —Unverified | 0 |
| Functional additive models on manifolds of planar shapes and forms | Sep 6, 2021 | Additive modelsForm | —Unverified | 0 |
| Predicting Census Survey Response Rates With Parsimonious Additive Models and Structured Interactions | Aug 24, 2021 | Additive modelsregression | CodeCode Available | 0 |
| Nighttime Light Intensity and Child Health Outcomes in Bangladesh | Aug 2, 2021 | Additive models | —Unverified | 0 |
| Smoothed Bernstein Online Aggregation for Day-Ahead Electricity Demand Forecasting | Jul 13, 2021 | Additive modelsDemand Forecasting | —Unverified | 0 |
| Model compression as constrained optimization, with application to neural nets. Part V: combining compressions | Jul 9, 2021 | Additive modelsLow-rank compression | —Unverified | 0 |
| Discovery of Causal Additive Models in the Presence of Unobserved Variables | Jun 4, 2021 | Additive modelsCausal Discovery | —Unverified | 0 |
| Testing Directed Acyclic Graph via Structural, Supervised and Generative Adversarial Learning | Jun 2, 2021 | Additive models | CodeCode Available | 0 |
| Group selection and shrinkage: Structured sparsity for semiparametric additive models | May 25, 2021 | Additive modelsregression | —Unverified | 0 |
| Fast Training Method for Stochastic Compositional Optimization Problems | May 21, 2021 | Additive modelsMeta-Learning | —Unverified | 0 |
| Detecting of multi-modality in probabilistic regression models | Apr 4, 2021 | Additive modelsDescriptive | —Unverified | 0 |
| Interpretable Machine Learning: Fundamental Principles and 10 Grand Challenges | Mar 20, 2021 | Additive modelsBIG-bench Machine Learning | —Unverified | 0 |
| Approximation and Learning with Deep Convolutional Models: a Kernel Perspective | Feb 19, 2021 | Additive modelsGeneralization Bounds | CodeCode Available | 0 |
| Flexible, Non-parametric Modeling Using Regularized Neural Networks | Dec 18, 2020 | Additive modelsModel Selection | CodeCode Available | 0 |
| Explainable Recommendation Systems by Generalized Additive Models with Manifest and Latent Interactions | Dec 15, 2020 | Additive modelsCollaborative Filtering | —Unverified | 0 |
| Generalized Boosting | Dec 1, 2020 | Additive modelsClassification | —Unverified | 0 |
| Multi-task Additive Models for Robust Estimation and Automatic Structure Discovery | Dec 1, 2020 | Additive modelsBilevel Optimization | —Unverified | 0 |
| Deep Learning for Individual Heterogeneity | Oct 28, 2020 | Additive modelsDeep Learning | CodeCode Available | 0 |
| Learning Joint Intensity in a Multivariate Poisson Process on Statistical Manifolds | Oct 19, 2020 | Additive models | —Unverified | 0 |
