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Variable Selection

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Showing 1–50 of 566 papers

TitleStatusHype
Neural interval-censored survival regression with feature selectionCode2
SharpSAT-TD in Model Counting Competitions 2021-2023Code1
Synthesize High-dimensional Longitudinal Electronic Health Records via Hierarchical Autoregressive Language ModelCode1
Learning a Generic Value-Selection Heuristic Inside a Constraint Programming SolverCode1
Monte Carlo Tree Search based Variable Selection for High Dimensional Bayesian OptimizationCode1
Bayesian Variable Selection in a Million DimensionsCode1
OmicSelector: automatic feature selection and deep learning modeling for omic experimentsCode1
A novel interpretable machine learning system to generate clinical risk scores: An application for predicting early mortality or unplanned readmission in a retrospective cohort studyCode1
Trading with the Momentum Transformer: An Intelligent and Interpretable ArchitectureCode1
abess: A Fast Best Subset Selection Library in Python and RCode1
Fast Bayesian Variable Selection in Binomial and Negative Binomial RegressionCode1
Post-selection inference with HSIC-LassoCode1
copent: Estimating Copula Entropy and Transfer Entropy in RCode1
Invariant Causal Prediction for Block MDPsCode1
Flexible Bayesian Nonlinear Model ConfigurationCode1
Learning Sparse Classifiers: Continuous and Mixed Integer Optimization PerspectivesCode1
Exact Combinatorial Optimization with Graph Convolutional Neural NetworksCode1
Fast Best Subset Selection: Coordinate Descent and Local Combinatorial Optimization AlgorithmsCode1
Heterogeneous Exposures to Systematic and Idiosyncratic Risk across Crypto Assets: A Divide-and-Conquer Approach—0
On the ability of Deep Neural Networks to Learn Granger Causality in Multi-Variate Time Series Data—0
Bayesian Hybrid Machine Learning of Gallstone Risk—0
Gradient Boosting for Spatial Regression Models with Autoregressive Disturbances—0
On feature selection in double-imbalanced data settings: a Random Forest approach—0
Knockoffs Inference under Privacy Constraints—0
Handling bounded response in high dimensions: a Horseshoe prior Bayesian Beta regression approachCode0
Stability Selection via Variable DecorrelationCode0
A Unified Framework for Variable Selection in Model-Based Clustering with Missing Not at Random—0
Generalization Guarantees for Learning Branch-and-Cut Policies in Integer Programming—0
Nonparametric learning of covariate-based Markov jump processes using RKHS techniques—0
CFD-Based Quantification of Hemodynamic Variables in Cerebral Aneurysms: How Hemodynamics Shape Aneurysm Fate—0
Conditional independence testing with a single realization of a multivariate nonstationary nonlinear time series—0
Ridge partial correlation screening for ultrahigh-dimensional data—0
Enhancing Variable Selection in Large-scale Logistic Regression: Leveraging Manual Labeling with Beneficial Noise—0
Transformer Learns Optimal Variable Selection in Group-Sparse Classification—0
High Dimensional Bayesian Optimization using Lasso Variable SelectionCode0
Causal Feature Learning in the Social SciencesCode0
Bayesian Cox model with graph-structured variable selection priors for multi-omics biomarker identificationCode0
Spike-and-Slab Posterior Sampling in High Dimensions—0
Structural breaks detection and variable selection in dynamic linear regression via the Iterative Fused LASSO in high dimension—0
AirCast: Improving Air Pollution Forecasting Through Multi-Variable Data AlignmentCode0
Optimal Kernel Learning for Gaussian Process Models with High-Dimensional Input—0
Variational empirical Bayes variable selection in high-dimensional logistic regression—0
A Differentiable Rank-Based Objective For Better Feature Learning—0
Practically Effective Adjustment Variable Selection in Causal Inference—0
Heteroscedastic Double Bayesian Elastic Net—0
Consistent support recovery for high-dimensional diffusions—0
Knoop: Practical Enhancement of Knockoff with Over-Parameterization for Variable Selection—0
Improved joint modelling of breast cancer radiomics features and hazard by image registration aided longitudinal CT data—0
Variable Selection Methods for Multivariate, Functional, and Complex Biomedical Data in the AI Age—0
Mathematics of Digital Twins and Transfer Learning for PDE Models—0
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