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Mesh-Based Solutions for Nonparametric Penalized Regression


Dec 07, 2021
Brayan Ortiz, Noah Simon

* 29 pages, 4 figures 

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The Future will be Different than Today: Model Evaluation Considerations when Developing Translational Clinical Biomarker


Jul 13, 2021
Yichen Lu, Jane Fridlyand, Tiffany Tang, Ting Qi, Noah Simon, Ning Leng

* Paper has 4 pages, 2 figures. Appendix are supplementary at the end 

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On the Optimality of Nuclear-norm-based Matrix Completion for Problems with Smooth Non-linear Structure


May 05, 2021
Yunhua Xiang, Tianyu Zhang, Xu Wang, Ali Shojaie, Noah Simon

* 47 pages, 1 figure 

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Ensembled sparse-input hierarchical networks for high-dimensional datasets


May 11, 2020
Jean Feng, Noah Simon


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Approval policies for modifications to Machine Learning-Based Software as a Medical Device: A study of bio-creep


Dec 28, 2019
Jean Feng, Scott Emerson, Noah Simon


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Selective prediction-set models with coverage guarantees


Jun 13, 2019
Jean Feng, Arjun Sondhi, Jessica Perry, Noah Simon


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An analysis of the cost of hyper-parameter selection via split-sample validation, with applications to penalized regression


Mar 28, 2019
Jean Feng, Noah Simon


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Generalized Sparse Additive Models


Mar 11, 2019
Asad Haris, Noah Simon, Ali Shojaie


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Wavelet regression and additive models for irregularly spaced data


Mar 11, 2019
Asad Haris, Noah Simon, Ali Shojaie

* Advances in Neural Information Processing Systems 2018, 8987-8997 

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Sparse-Input Neural Networks for High-dimensional Nonparametric Regression and Classification


Nov 21, 2017
Jean Feng, Noah Simon


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