"variable selection" Papers

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Distributionally Robust Feature Selection

Maitreyi Swaroop, Tamar Krishnamurti, Bryan Wilder

NEURIPS 2025arXiv:2510.21113

Minimax-Optimal Univariate Function Selection in Sparse Additive Models: Rates, Adaptation, and the Estimation-Selection Gap

Shixiang Liu

NEURIPS 2025spotlight

Transformer Learns Optimal Variable Selection in Group-Sparse Classification

Chenyang Zhang, Xuran Meng, Yuan Cao

ICLR 2025arXiv:2504.08638
4
citations

Better Locally Private Sparse Estimation Given Multiple Samples Per User

Yuheng Ma, Ke Jia, Hanfang Yang

ICML 2024arXiv:2408.04313
2
citations