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Additive models

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TitleStatusHype
Multi-Level Additive Modeling for Structured Non-IID Federated LearningCode0
Concept-based Explainable Malignancy Scoring on Pulmonary Nodules in CT Images—0
Attention Mechanisms Don't Learn Additive Models: Rethinking Feature Importance for TransformersCode0
Explainable Automatic Grading with Neural Additive Models—0
Shape Arithmetic Expressions: Advancing Scientific Discovery Beyond Closed-Form EquationsCode0
Hierarchical Neural Additive Models for Interpretable Demand Forecasts—0
Distilling Reinforcement Learning Policies for Interpretable Robot Locomotion: Gradient Boosting Machines and Symbolic Regression—0
On Training Survival Models with Scoring Rules—0
Neural Additive Image Model: Interpretation through Interpolation—0
FAST: An Optimization Framework for Fast Additive Segmentation in Transparent ML—0
Gaussian Process Neural Additive ModelsCode0
Use of Prior Knowledge to Discover Causal Additive Models with Unobserved Variables and its Application to Time Series Data—0
Boosting Causal Additive Models—0
Identification with possibly invalid IVs—0
Identification of Additive Continuous-time Systems in Open and Closed loop—0
Stochastic Gradient Descent for Nonparametric Regression—0
Enhancing CVaR portfolio optimisation performance with GAM factor models—0
Modeling non-linear Effects with Neural Networks in Relational Event ModelsCode0
FocusLearn: Fully-Interpretable, High-Performance Modular Neural Networks for Time SeriesCode0
Handling Overlapping Asymmetric Datasets -- A Twice Penalized P-Spline Approach—0
How Well Do Feature-Additive Explainers Explain Feature-Additive Predictors?Code0
Context-aware feature attribution through argumentation—0
Influenza Hospitalisations in England during the 2022/23 Season: do different data sources drive divergence in modelled waves? A comparison of surveillance and administrative data—0
Theoretical Evaluation of Asymmetric Shapley Values for Root-Cause Analysis—0
Discrete-Choice Model with Generalized Additive Utility Network—0
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