oracle property

Simplex Constrained Sparse Optimization via Tail Screening JMLR 2025 A Completely Tuning-Free and Robust Approach to Sparse Precision Matrix Estimation ICML 2022 Additive Nonlinear Quantile Regression in Ultra-high Dimension JMLR 2022 Adaptive Rates for Total Variation Image Denoising JMLR 2020 Sparse Extreme Multi-label Learning with Oracle Property ICML 2019 Variable Selection via Penalized Neural Network: a Drop-Out-One Loss Approach ICML 2018 Group Sparse Optimization via lp,q Regularization JMLR 2017 An Error Bound for L1-norm Support Vector Machine Coefficients in Ultra-high Dimension JMLR 2016 Precision Matrix Estimation in High Dimensional Gaussian Graphical Models with Faster Rates AISTATS 2016 Towards Faster Rates and Oracle Property for Low-Rank Matrix Estimation ICML 2016 Sparse PCA with Oracle Property NeurIPS 2014 Sparse Additive Machine AISTATS 2012 Variable Selection in High-dimensional Varying-coefficient Models with Global Optimality JMLR 2012