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Additive models

Papers archive 2025-07-28

archive papers tagged: 252 · with a code link: 95 · where Syntology ran a sample: 22 (21 with a run with no instrument failure, 1 where every run was a failure of Syntology's instrument) Syntology

Show: all tagged papersonly where code ran (22 of 252 tagged: 21 with a run with no instrument failure, 1 where every run was a failure of Syntology's instrument)

Page 2 of 3: papers 101 to 200 of 252, in archive order: by repositories listed in the archive (most first), then newest first, not by stars (the archive holds no stars, so PwC's “Social” and “Latest” sorts cannot be reproduced). Papers that list no repository come after every paper that lists one.

Papers without a page here are shown as plain text. A Syntology line reads “N ran (of which C constructed an object rather than computing a result; K with no instrument failure: H honoured, V violated, P with no contract checked; I where Syntology's instrument failed) · U unverified”; the figure “where Syntology's instrument failed” counts failures of Syntology's instrument, not of the code. When the archive marks a repository official for the paper, the line starts with that repository's state (the archive's flag, not a verdict on who wrote the code); hover it for the repositories the samples that ran came from. Abstracts are on each paper's page.

• Recursive Identification of Structured Systems: An Instrumental-Variable Approach Applied to Mechanical Systems
  24 Apr 2025 0 repositories listed
• Challenges in interpretability of additive models
  14 Apr 2025 0 repositories listed
• Identification of additive multivariable continuous-time systems
  2 Apr 2025 0 repositories listed
• AutoML Algorithms for Online Generalized Additive Model Selection: Application to Electricity Demand Forecasting
  31 Mar 2025 0 repositories listed
• MT-NAM: An Efficient and Adaptive Model for Epileptic Seizure Detection
  11 Mar 2025 0 repositories listed
• Gradient-free stochastic optimization for additive models
  3 Mar 2025 0 repositories listed
• InstaSHAP: Interpretable Additive Models Explain Shapley Values Instantly
  20 Feb 2025 0 repositories listed
• Normative Cerebral Perfusion Across the Lifespan
  12 Feb 2025 0 repositories listed
• LucidAtlas: Learning Uncertainty-Aware, Covariate-Disentangled, Individualized Atlas Representations
  12 Feb 2025 0 repositories listed
• Causal Additive Models with Unobserved Causal Paths and Backdoor Paths
  11 Feb 2025 0 repositories listed
• Variable Selection Methods for Multivariate, Functional, and Complex Biomedical Data in the AI Age
  12 Jan 2025 0 repositories listed
• High-Dimensional Markov-switching Ordinary Differential Processes
  30 Dec 2024 0 repositories listed
• Automated Demand Forecasting in small to medium-sized enterprises
  29 Dec 2024 0 repositories listed
• Meta-learning Loss Functions of Parametric Partial Differential Equations Using Physics-Informed Neural Networks
  29 Nov 2024 0 repositories listed
• Progression: an extrapolation principle for regression
  30 Oct 2024 0 repositories listed
• Inherently Interpretable Tree Ensemble Learning
  24 Oct 2024 0 repositories listed
• Generalized Sparse Additive Model with Unknown Link Function
  8 Oct 2024 0 repositories listed
• GAMformer: In-Context Learning for Generalized Additive Models
  6 Oct 2024 0 repositories listed
• Quantifying Visual Properties of GAM Shape Plots: Impact on Perceived Cognitive Load and Interpretability
  25 Sep 2024 0 repositories listed
• Speech as a Biomarker for Disease Detection
  16 Sep 2024 0 repositories listed
• Associations between exposure to OPEs and rheumatoid arthritis risk among adults in NHANES, 2011-2018
  1 Sep 2024 0 repositories listed
• A novel method to separate circadian from non-circadian masking effects in order to enhance daily circadian timing and amplitude estimation from core body temperature
  27 Aug 2024 0 repositories listed
• Combinations of distributional regression algorithms with application in uncertainty estimation of corrected satellite precipitation products
  29 Jun 2024 0 repositories listed
• Are Logistic Models Really Interpretable?
  19 Jun 2024 0 repositories listed
• Towards Bayesian Data Selection
  18 Jun 2024 0 repositories listed
• Tensor Polynomial Additive Model
  5 Jun 2024 0 repositories listed
• Concept-based Explainable Malignancy Scoring on Pulmonary Nodules in CT Images
  24 May 2024 0 repositories listed
• Explainable Automatic Grading with Neural Additive Models
  1 May 2024 0 repositories listed
• Hierarchical Neural Additive Models for Interpretable Demand Forecasts
  5 Apr 2024 0 repositories listed
• Distilling Reinforcement Learning Policies for Interpretable Robot Locomotion: Gradient Boosting Machines and Symbolic Regression
  21 Mar 2024 0 repositories listed
• On Training Survival Models with Scoring Rules
  19 Mar 2024 0 repositories listed
• Neural Additive Image Model: Interpretation through Interpolation
  6 Mar 2024 0 repositories listed
• FAST: An Optimization Framework for Fast Additive Segmentation in Transparent ML
  20 Feb 2024 0 repositories listed
• Use of Prior Knowledge to Discover Causal Additive Models with Unobserved Variables and its Application to Time Series Data
  14 Jan 2024 0 repositories listed
• Boosting Causal Additive Models
  12 Jan 2024 0 repositories listed
• Identification with possibly invalid IVs
  8 Jan 2024 0 repositories listed
• Identification of Additive Continuous-time Systems in Open and Closed loop
  2 Jan 2024 0 repositories listed
• Stochastic Gradient Descent for Nonparametric Regression
  1 Jan 2024 0 repositories listed
• Enhancing CVaR portfolio optimisation performance with GAM factor models
  30 Dec 2023 0 repositories listed
• Handling Overlapping Asymmetric Datasets -- A Twice Penalized P-Spline Approach
  17 Nov 2023 0 repositories listed
• Context-aware feature attribution through argumentation
  24 Oct 2023 0 repositories listed
• 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
  16 Oct 2023 0 repositories listed
• Theoretical Evaluation of Asymmetric Shapley Values for Root-Cause Analysis
  15 Oct 2023 0 repositories listed
• Discrete-Choice Model with Generalized Additive Utility Network
  29 Sep 2023 0 repositories listed
• Pseudo Label Selection is a Decision Problem
  25 Sep 2023 0 repositories listed
• Representing Additive Gaussian Processes by Sparse Matrices
  29 Apr 2023 0 repositories listed
• How to address monotonicity for model risk management?
  28 Apr 2023 0 repositories listed
• Minimax Signal Detection in Sparse Additive Models
  19 Apr 2023 0 repositories listed
• Causal Discovery with Score Matching on Additive Models with Arbitrary Noise
  6 Apr 2023 0 repositories listed
• Interpretable Reinforcement Learning via Neural Additive Models for Inventory Management
  18 Mar 2023 0 repositories listed
• Approximately Bayes-Optimal Pseudo Label Selection
  17 Feb 2023 0 repositories listed
• Frugal day-ahead forecasting of multiple local electricity loads by aggregating adaptive models
  16 Feb 2023 0 repositories listed
• Monotonicity for AI ethics and society: An empirical study of the monotonic neural additive model in criminology, education, health care, and finance
  17 Jan 2023 0 repositories listed
• Extractive Text Summarization Using Generalized Additive Models with Interactions for Sentence Selection
  21 Dec 2022 0 repositories listed
• Classification by sparse generalized additive models
  4 Dec 2022 0 repositories listed
• Estimating Discontinuous Time-Varying Risk Factors and Treatment Benefits for COVID-19 with Interpretable ML
  15 Nov 2022 0 repositories listed
• Rethinking Log Odds: Linear Probability Modelling and Expert Advice in Interpretable Machine Learning
  11 Nov 2022 0 repositories listed
• On the Safety of Interpretable Machine Learning: A Maximum Deviation Approach
  2 Nov 2022 0 repositories listed
• Short-term prediction of stream turbidity using surrogate data and a meta-model approach
  11 Oct 2022 0 repositories listed
• Generalized Groves of Neural Additive Models: Pursuing transparent and accurate machine learning models in finance
  21 Sep 2022 0 repositories listed
• Monotonic Neural Additive Models: Pursuing Regulated Machine Learning Models for Credit Scoring
  21 Sep 2022 0 repositories listed
• A review of predictive uncertainty estimation with machine learning
  17 Sep 2022 0 repositories listed
• Boosting with copula-based components
  9 Aug 2022 0 repositories listed
• Bayesian NVH metamodels to assess interior cabin noise using measurement databases
  12 Jun 2022 0 repositories listed
• Neural Additive Models for Nowcasting
  20 May 2022 0 repositories listed
• The Franz-Parisi Criterion and Computational Trade-offs in High Dimensional Statistics
  19 May 2022 0 repositories listed
• DDAC-SpAM: A Distributed Algorithm for Fitting High-dimensional Sparse Additive Models with Feature Division and Decorrelation
  16 May 2022 0 repositories listed
• A One-Covariate-at-a-Time Method for Nonparametric Additive Models
  26 Apr 2022 0 repositories listed
• Covariate-Balancing-Aware Interpretable Deep Learning models for Treatment Effect Estimation
  7 Mar 2022 0 repositories listed
• High-Resolution Peak Demand Estimation Using Generalized Additive Models and Deep Neural Networks
  7 Mar 2022 0 repositories listed
• Data-Efficient and Interpretable Tabular Anomaly Detection
  3 Mar 2022 0 repositories listed
• Sparse Neural Additive Model: Interpretable Deep Learning with Feature Selection via Group Sparsity
  25 Feb 2022 0 repositories listed
• Language Models Explain Word Reading Times Better Than Empirical Predictability
  2 Feb 2022 0 repositories listed
• Extending the Use of MDL for High-Dimensional Problems: Variable Selection, Robust Fitting, and Additive Modeling
  26 Jan 2022 0 repositories listed
• Data fission: splitting a single data point
  21 Dec 2021 0 repositories listed
• Daily peak electrical load forecasting with a multi-resolution approach
  8 Dec 2021 0 repositories listed
• Fast Training Method for Stochastic Compositional Optimization Problems
  1 Dec 2021 0 repositories listed
• Cyber Risk Frequency, Severity and Insurance Viability
  5 Nov 2021 0 repositories listed
• Extracting Expert's Goals by What-if Interpretable Modeling
  28 Oct 2021 0 repositories listed
• Accelerated Componentwise Gradient Boosting using Efficient Data Representation and Momentum-based Optimization
  7 Oct 2021 0 repositories listed
• Additive Poisson Process: Learning Intensity of Higher-Order Interaction in Poisson Processes
  29 Sep 2021 0 repositories listed
• Huber Additive Models for Non-stationary Time Series Analysis
  29 Sep 2021 0 repositories listed
• Functional additive models on manifolds of planar shapes and forms
  6 Sep 2021 0 repositories listed
• Nighttime Light Intensity and Child Health Outcomes in Bangladesh
  2 Aug 2021 0 repositories listed
• Smoothed Bernstein Online Aggregation for Day-Ahead Electricity Demand Forecasting
  13 Jul 2021 0 repositories listed
• Discovery of Causal Additive Models in the Presence of Unobserved Variables
  4 Jun 2021 0 repositories listed
• Group selection and shrinkage: Structured sparsity for semiparametric additive models
  25 May 2021 0 repositories listed
• Fast Training Method for Stochastic Compositional Optimization Problems
  21 May 2021 0 repositories listed
• Detecting of multi-modality in probabilistic regression models
  4 Apr 2021 0 repositories listed
• Interpretable Machine Learning: Fundamental Principles and 10 Grand Challenges
  20 Mar 2021 0 repositories listed
• Explainable Recommendation Systems by Generalized Additive Models with Manifest and Latent Interactions
  15 Dec 2020 0 repositories listed
• Generalized Boosting
  1 Dec 2020 0 repositories listed
• Multi-task Additive Models for Robust Estimation and Automatic Structure Discovery
  1 Dec 2020 0 repositories listed
• Learning Joint Intensity in a Multivariate Poisson Process on Statistical Manifolds
  19 Oct 2020 0 repositories listed
• 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
  16 Oct 2020 0 repositories listed
• Injury risk increases minimally over a large range of changes in activity level in children
  6 Oct 2020 0 repositories listed
• Adaptive Methods for Short-Term Electricity Load Forecasting During COVID-19 Lockdown in France
  14 Sep 2020 0 repositories listed
• Closed-Form Expressions for Global and Local Interpretation of Tsetlin Machines with Applications to Explaining High-Dimensional Data
  27 Jul 2020 0 repositories listed
• Additive Poisson Process: Learning Intensity of Higher-Order Interaction in Stochastic Processes
  16 Jun 2020 0 repositories listed
• Simulating Tariff Impact in Electrical Energy Consumption Profiles with Conditional Variational Autoencoders
  10 Jun 2020 0 repositories listed