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Additive models

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TitleStatusHype
Monotonic Neural Additive Models: Pursuing Regulated Machine Learning Models for Credit Scoring—0
Generalized Groves of Neural Additive Models: Pursuing transparent and accurate machine learning models in finance—0
A review of predictive uncertainty estimation with machine learning—0
Regression modelling of spatiotemporal extreme U.S. wildfires via partially-interpretable neural networksCode0
Boosting with copula-based components—0
An Additive Instance-Wise Approach to Multi-class Model InterpretationCode0
Using generalized additive models to decompose time series and waveforms, and dissect heart-lung interaction physiologyCode0
Bayesian NVH metamodels to assess interior cabin noise using measurement databases—0
Neural Additive Models for Nowcasting—0
The Franz-Parisi Criterion and Computational Trade-offs in High Dimensional Statistics—0
DDAC-SpAM: A Distributed Algorithm for Fitting High-dimensional Sparse Additive Models with Feature Division and Decorrelation—0
KASAM: Spline Additive Models for Function ApproximationCode0
A One-Covariate-at-a-Time Method for Nonparametric Additive Models—0
High-Resolution Peak Demand Estimation Using Generalized Additive Models and Deep Neural Networks—0
Covariate-Balancing-Aware Interpretable Deep Learning models for Treatment Effect Estimation—0
Data-Efficient and Interpretable Tabular Anomaly Detection—0
Sparse Neural Additive Model: Interpretable Deep Learning with Feature Selection via Group Sparsity—0
Language Models Explain Word Reading Times Better Than Empirical Predictability—0
Extending the Use of MDL for High-Dimensional Problems: Variable Selection, Robust Fitting, and Additive Modeling—0
Data fission: splitting a single data point—0
Daily peak electrical load forecasting with a multi-resolution approach—0
SHRIMP: Sparser Random Feature Models via Iterative Magnitude PruningCode0
Fast Training Method for Stochastic Compositional Optimization Problems—0
Hierarchical transfer learning with applications for electricity load forecastingCode0
Cyber Risk Frequency, Severity and Insurance Viability—0
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