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variable selection

146 papers

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Co-occurring keywords

feature selection (649) high-dimensional regression (142) sparse regression (175) high-dimensional datum (157) false discovery rate (75) convex optimization (1320) bayesian inference (1904) group lasso (64) high-dimensional statistics (145) model selection (454)

Papers

Stable Learning via Sample Reweighting AAAI 2020
Sparse Learning with CART NIPS 2020
Multi-task Additive Models for Robust Estimation and Automatic Structure Discovery NIPS 2020
A General Large Neighborhood Search Framework for Solving Integer Linear Programs NIPS 2020
The Complete Lasso Tradeoff Diagram NIPS 2020
Efficient Variational Inference for Sparse Deep Learning with Theoretical Guarantee NIPS 2020
Aggregation of Multiple Knockoffs ICML 2020
Guiding CDCL SAT Search via Random Exploration amid Conflict Depression AAAI 2020
Ultra-High Dimensional Single-Index Quantile Regression JMLR 2020
Rank-based Lasso - efficient methods for high-dimensional robust model selection JMLR 2020
On Efficient Adjustment in Causal Graphs JMLR 2020
LMLFM: Longitudinal Multi-Level Factorization Machine AAAI 2020
Power analysis of knockoff filters for correlated designs NIPS 2019
Incorporating Grouping Information into Bayesian Decision Tree Ensembles ICML 2019
Layer-Wise Learning Strategy for Nonparametric Tensor Product Smoothing Spline Regression and Graphical Models JMLR 2019
ASAC: Active Sensing using Actor-Critic models MLHC 2019
Scalable Interpretable Multi-Response Regression via SEED JMLR 2019
Semi-Analytic Resampling in Lasso JMLR 2019
Variable selection for Gaussian processes via sensitivity analysis of the posterior predictive distribution AISTATS 2019
Exact Combinatorial Optimization with Graph Convolutional Neural Networks NIPS 2019
A Distillation Approach to Data Efficient Individual Treatment Effect Estimation AAAI 2019
kernelPSI: a Post-Selection Inference Framework for Nonlinear Variable Selection ICML 2019
Independently Interpretable Lasso: A New Regularizer for Sparse Regression with Uncorrelated Variables AISTATS 2018
Nonoverlap-Promoting Variable Selection ICML 2018
A Cluster Elastic Net for Multivariate Regression JMLR 2018