SOTAVerified

Additive models

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 201–250 of 252 papers

TitleStatusHype
Detecting Nonlinear Causality in Multivariate Time Series with Sparse Additive Models—0
Discovery of Causal Additive Models in the Presence of Unobserved Variables—0
Discrete-Choice Model with Generalized Additive Utility Network—0
Distilling Reinforcement Learning Policies for Interpretable Robot Locomotion: Gradient Boosting Machines and Symbolic Regression—0
DDAC-SpAM: A Distributed Algorithm for Fitting High-dimensional Sparse Additive Models with Feature Division and Decorrelation—0
Efficient Sampling for Learning Sparse Additive Models in High Dimensions—0
Electricity Demand Forecasting by Multi-Task Learning—0
Enhancing CVaR portfolio optimisation performance with GAM factor models—0
Estimating complex causal effects from incomplete observational data—0
Estimating Discontinuous Time-Varying Risk Factors and Treatment Benefits for COVID-19 with Interpretable ML—0
Explainable Automatic Grading with Neural Additive Models—0
Explainable Recommendation Systems by Generalized Additive Models with Manifest and Latent Interactions—0
Extending the Use of MDL for High-Dimensional Problems: Variable Selection, Robust Fitting, and Additive Modeling—0
Extracting Expert's Goals by What-if Interpretable Modeling—0
Extractive Text Summarization Using Generalized Additive Models with Interactions for Sentence Selection—0
Faithful Variable Screening for High-Dimensional Convex Regression—0
FAST: An Optimization Framework for Fast Additive Segmentation in Transparent ML—0
Fast Automatic Smoothing for Generalized Additive Models—0
Fast Training Method for Stochastic Compositional Optimization Problems—0
Fast Training Method for Stochastic Compositional Optimization Problems—0
Feature Augmentation via Nonparametrics and Selection (FANS) in High Dimensional Classification—0
Frugal day-ahead forecasting of multiple local electricity loads by aggregating adaptive models—0
Functional additive models on manifolds of planar shapes and forms—0
GAMformer: In-Context Learning for Generalized Additive Models—0
GapTV: Accurate and Interpretable Low-Dimensional Regression and Classification—0
Generalized Additive Model Selection—0
Generalized Boosting—0
Generalized Groves of Neural Additive Models: Pursuing transparent and accurate machine learning models in finance—0
Generalized Sparse Additive Models—0
Generalized Sparse Additive Model with Unknown Link Function—0
Gradient-free stochastic optimization for additive models—0
Group selection and shrinkage: Structured sparsity for semiparametric additive models—0
Group Sparse Additive Machine—0
Handling Overlapping Asymmetric Datasets -- A Twice Penalized P-Spline Approach—0
Hierarchical Neural Additive Models for Interpretable Demand Forecasts—0
High Dimensional Bayesian Optimisation and Bandits via Additive Models—0
High-Dimensional Markov-switching Ordinary Differential Processes—0
High-Resolution Peak Demand Estimation Using Generalized Additive Models and Deep Neural Networks—0
How many images do I need? Understanding how sample size per class affects deep learning model performance metrics for balanced designs in autonomous wildlife monitoring—0
How to address monotonicity for model risk management?—0
Huber Additive Models for Non-stationary Time Series Analysis—0
Identification of Additive Continuous-time Systems in Open and Closed loop—0
Identification of additive multivariable continuous-time systems—0
Identification with possibly invalid IVs—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
Inherently Interpretable Tree Ensemble Learning—0
Injury risk increases minimally over a large range of changes in activity level in children—0
InstaSHAP: Interpretable Additive Models Explain Shapley Values Instantly—0
Interpretable Learning-to-Rank with Generalized Additive Models—0
Interpretable Low-Dimensional Regression via Data-Adaptive Smoothing—0
Show:102550
← PrevPage 5 of 6Next →

No leaderboard results yet.