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Variable Selection

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Showing 226–250 of 566 papers

TitleStatusHype
A gradient-based variable selection for binary classification in reproducing kernel Hilbert space—0
Deep neural networks with controlled variable selection for the identification of putative causal genetic variantsCode0
Adaptive Bayesian Sum of Trees Model for Covariate Dependent Spectral Analysis—0
Computationally Efficient High-Dimensional Bayesian Optimization via Variable SelectionCode0
Differentially Private Variable Selection via the Knockoff Filter—0
Variable Selection for Causal Inference via Outcome-Adaptive Random Forest—0
What drives bitcoin? An approach from continuous local transfer entropy and deep learning classification models—0
Double Machine Learning and Automated Confounder Selection -- A Cautionary Tale—0
Exclusive Group Lasso for Structured Variable SelectionCode0
Dimensionality Reduction and State Space Systems: Forecasting the US Treasury Yields Using Frequentist and Bayesian VARs—0
Bayesian forecast combination using time-varying features—0
Data-Driven Constitutive Relation Reveals Scaling Law for Hydrodynamic Transport Coefficients—0
Estimating high-dimensional Markov-switching VARs—0
LocalGLMnet: interpretable deep learning for tabular data—0
Inference for High Dimensional Censored Quantile RegressionCode0
Order Book Queue Hawkes-Markovian Modeling—0
Decoupling Shrinkage and Selection for the Bayesian Quantile Regression—0
Correlation scenarios and correlation stress testing—0
Robust Variable Selection and Estimation Via Adaptive Elastic Net S-Estimators for Linear RegressionCode0
Fast Bayesian Variable Selection in Binomial and Negative Binomial RegressionCode1
The SKIM-FA Kernel: High-Dimensional Variable Selection and Nonlinear Interaction Discovery in Linear TimeCode0
Sparsistent Model DiscoveryCode0
Semiparametric count data regression for self-reported mental health—0
AutoScore-Survival: Developing interpretable machine learning-based time-to-event scores with right-censored survival dataCode0
Bayesian Boosting for Linear Mixed Models—0
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