| Comorbid anxiety predicts lower odds of depression improvement during smartphone-delivered psychotherapy | Sep 16, 2024 | Interpretable Machine LearningVariable Selection | CodeCode Available | 0 | 5 |
| Flexible mean field variational inference using mixtures of non-overlapping exponential families | Oct 14, 2020 | Variable SelectionVariational Inference | CodeCode Available | 0 | 5 |
| AirCast: Improving Air Pollution Forecasting Through Multi-Variable Data Alignment | Feb 25, 2025 | Multi-Task LearningVariable Selection | CodeCode Available | 0 | 5 |
| Forecasting macroeconomic data with Bayesian VARs: Sparse or dense? It depends! | Jun 10, 2022 | Variable Selection | CodeCode Available | 0 | 5 |
| Accuracy and stability of solar variable selection comparison under complicated dependence structures | Jul 30, 2020 | Graph Learningregression | CodeCode Available | 0 | 5 |
| Grouped Variable Selection for Generalized Eigenvalue Problems | May 28, 2021 | Variable Selection | CodeCode Available | 0 | 5 |
| Handling bounded response in high dimensions: a Horseshoe prior Bayesian Beta regression approach | May 28, 2025 | regressionVariable Selection | CodeCode Available | 0 | 5 |
| Quantifying predictive uncertainty of aphasia severity in stroke patients with sparse heteroscedastic Bayesian high-dimensional regression | Sep 15, 2023 | Prediction Intervalsregression | CodeCode Available | 0 | 5 |
| A sparse negative binomial mixture model for clustering RNA-seq count data | Dec 5, 2019 | Clusteringfeature selection | CodeCode Available | 0 | 5 |
| High-dimensional regression in practice: an empirical study of finite-sample prediction, variable selection and ranking | Aug 2, 2018 | regressionVariable Selection | CodeCode Available | 0 | 5 |
| Improving SAT Solvers via Blocked Clause Decomposition | Apr 2, 2016 | Variable Selection | CodeCode Available | 0 | 5 |
| Inference for High Dimensional Censored Quantile Regression | Jul 22, 2021 | Epidemiologyquantile regression | CodeCode Available | 0 | 5 |
| Accurate Dictionary Learning with Direct Sparsity Control | Oct 1, 2018 | Dictionary Learningfeature selection | CodeCode Available | 0 | 5 |
| Co-data Learning for Bayesian Additive Regression Trees | Nov 16, 2023 | PredictionPrognosis | CodeCode Available | 0 | 5 |
| Computationally Efficient High-Dimensional Bayesian Optimization via Variable Selection | Sep 20, 2021 | Bayesian OptimizationVariable Selection | CodeCode Available | 0 | 5 |
| Bolasso: model consistent Lasso estimation through the bootstrap | Apr 8, 2008 | modelModel Selection | CodeCode Available | 0 | 5 |
| Adaptive Lasso, Transfer Lasso, and Beyond: An Asymptotic Perspective | Aug 30, 2023 | Variable Selection | CodeCode Available | 0 | 5 |
| Boosting Joint Models for Longitudinal and Time-to-Event Data | Sep 9, 2016 | Variable Selection | CodeCode Available | 0 | 5 |
| Bayesian Cox model with graph-structured variable selection priors for multi-omics biomarker identification | Mar 17, 2025 | PrognosisSurvival Prediction | CodeCode Available | 0 | 5 |
| Analytic solution and stationary phase approximation for the Bayesian lasso and elastic net | Sep 25, 2017 | Bayesian Inferenceregression | CodeCode Available | 0 | 5 |
| Causal Feature Learning in the Social Sciences | Mar 17, 2025 | Causal InferenceVariable Selection | CodeCode Available | 0 | 5 |
| Characterizing the SLOPE Trade-off: A Variational Perspective and the Donoho-Tanner Limit | May 27, 2021 | Variable Selection | CodeCode Available | 0 | 5 |
| Combinatorial Bayesian Optimization using the Graph Cartesian Product | Feb 1, 2019 | Bayesian OptimizationNeural Architecture Search | CodeCode Available | 0 | 5 |
| AutoScore-Ordinal: An interpretable machine learning framework for generating scoring models for ordinal outcomes | Feb 17, 2022 | Decision MakingInterpretable Machine Learning | CodeCode Available | 0 | 5 |
| Importance of spatial predictor variable selection in machine learning applications -- Moving from data reproduction to spatial prediction | Aug 21, 2019 | Variable Selection | CodeCode Available | 0 | 5 |
