abess: A Fast Best Subset Selection Library in Python and R

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abess: A Fast Best Subset Selection Library in Python and R

19 October 2021

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Papers citing "abess: A Fast Best Subset Selection Library in Python and R"

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Title
High-dimensional Bayesian Tobit regression for censored response with Horseshoe prior Tien Mai 57 2 0 13 May 2025
Sparse Optimization for Transfer Learning: A L0-Regularized Framework for Multi-Source Domain Adaptation Chenqi Gong Hu Yang 47 0 0 07 Apr 2025
FastSurvival: Hidden Computational Blessings in Training Cox Proportional Hazards Models Jiachang Liu Rui Zhang Cynthia Rudin 84 0 0 24 Oct 2024
A sparse PAC-Bayesian approach for high-dimensional quantile prediction The Tien Mai 68 3 0 03 Sep 2024
Automated Model Selection for Generalized Linear Models Benjamin Schwendinger Florian Schwendinger Laura Vana-Gür 45 0 0 25 Apr 2024
skscope: Fast Sparsity-Constrained Optimization in Python Zezhi Wang Jin Zhu Peng Chen Huiyang Peng Xiaoke Zhang Anran Wang Yu Zheng Junxian Zhu Xueqin Wang 43 0 0 27 Mar 2024
IGANN Sparse: Bridging Sparsity and Interpretability with Non-linear Insight Theodor Stoecker Nico Hambauer Patrick Zschech Mathias Kraus 50 0 0 17 Mar 2024
On the Computational Complexity of Private High-dimensional Model Selection Saptarshi Roy Zehua Wang Ambuj Tewari 63 0 0 11 Oct 2023
A Consistent and Scalable Algorithm for Best Subset Selection in Single Index Models Borui Tang Jin Zhu Junxian Zhu Xueqin Wang Heping Zhang 41 0 0 12 Sep 2023
Best-Subset Selection in Generalized Linear Models: A Fast and Consistent Algorithm via Splicing Technique Junxian Zhu Jin Zhu Borui Tang Xuan-qing Chen Hongmei Lin Xueqin Wang 34 2 0 01 Aug 2023
Zipper: Addressing degeneracy in algorithm-agnostic inference Geng Chen Yinxu Jia Guanghui Wang Changliang Zou 58 0 0 29 Jun 2023
Understanding Best Subset Selection: A Tale of Two C(omplex)ities Saptarshi Roy Ambuj Tewari Ziwei Zhu 180 0 0 16 Jan 2023
Noise-aware Physics-informed Machine Learning for Robust PDE Discovery Pongpisit Thanasutives Takeshi Morita M. Numao Ken-ichi Fukui PINN AI4CE 119 19 0 26 Jun 2022
Holistic Generalized Linear Models Benjamin Schwendinger Florian Schwendinger Laura Vana AI4CE 53 2 0 30 May 2022
A Splicing Approach to Best Subset of Groups Selection Yanhang Zhang Junxian Zhu Jin Zhu Xueqin Wang 44 18 0 23 Apr 2021