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OKRidge: Scalable Optimal k-Sparse Ridge Regression.
Liu J, Rosen S, Zhong C, Rudin C. Liu J, et al. Among authors: rudin c. Adv Neural Inf Process Syst. 2023 Dec;36:41076-41258. Adv Neural Inf Process Syst. 2023. PMID: 38505104 Free PMC article.
A Path to Simpler Models Starts With Noise.
Semenova L, Chen H, Parr R, Rudin C. Semenova L, et al. Among authors: rudin c. Adv Neural Inf Process Syst. 2023 Dec;36:3362-3401. Adv Neural Inf Process Syst. 2023. PMID: 38577617 Free PMC article.
Optimal Sparse Regression Trees.
Zhang R, Xin R, Seltzer M, Rudin C. Zhang R, et al. Among authors: rudin c. Proc AAAI Conf Artif Intell. 2023 Jun;37(9):11270-11279. doi: 10.1609/aaai.v37i9.26334. Proc AAAI Conf Artif Intell. 2023. PMID: 38650922 Free PMC article.
Exploring the Whole Rashomon Set of Sparse Decision Trees.
Xin R, Zhong C, Chen Z, Takagi T, Seltzer M, Rudin C. Xin R, et al. Among authors: rudin c. Adv Neural Inf Process Syst. 2022;35:14071-14084. Adv Neural Inf Process Syst. 2022. PMID: 37786624 Free PMC article.
Tensile performance data of 3D printed photopolymer gyroid lattices.
Peloquin J, Kirillova A, Mathey E, Rudin C, Brinson LC, Gall K. Peloquin J, et al. Among authors: rudin c. Data Brief. 2023 Jul 9;49:109396. doi: 10.1016/j.dib.2023.109396. eCollection 2023 Aug. Data Brief. 2023. PMID: 37600123 Free PMC article.
841 results