Noah Simon

According to our database, Noah Simon authored at least 21 papers between 2011 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2023

A Fitted Sparse-Group Lasso for Genome-Based Evaluations.

Jan Klosa, Noah Simon, Volkmar Liebscher, Dörte Wittenburg

IEEE ACM Trans. Comput. Biol. Bioinform., 2023

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

Yunhua Xiang, Tianyu Zhang, Xu Wang, Ali Shojaie, Noah Simon

J. Mach. Learn. Res., 2023

2022

Ensembled sparse-input hierarchical networks for high-dimensional datasets.

Jean Feng, Noah Simon

Stat. Anal. Data Min., 2022

Generalized Sparse Additive Models.

Asad Haris, Noah Simon, Ali Shojaie

J. Mach. Learn. Res., 2022

Investigation of Training Multiple Instance Learning Networks with Instance Sampling.

Aliasghar Tarkhan, Trung Kien Nguyen, Noah Simon, Jian Dai

Proceedings of the Resource-Efficient Medical Image Analysis - First MICCAI Workshop, 2022

Attention-Based Deep Multiple Instance Learning with Adaptive Instance Sampling.

Aliasghar Tarkhan, Trung Kien Nguyen, Noah Simon, Thomas Bengtsson, Paolo Ocampo, Jian Dai

Proceedings of the 19th IEEE International Symposium on Biomedical Imaging, 2022

2021

Multidimensional analysis and detection of informative features in human brain white matter.

Adam C. Richie-Halford, Jason D. Yeatman, Noah Simon, Ariel Rokem

PLoS Comput. Biol., 2021

Groupyr: Sparse Group Lasso in Python.

Adam C. Richie-Halford, Manjari Narayan, Noah Simon, Jason D. Yeatman, Ariel Rokem

J. Open Source Softw., 2021

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

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

CoRR, 2021

Survival Prediction Using Deep Learning.

Aliasghar Tarkhan, Noah Simon, Thomas Bengtsson, Trung Kien Nguyen, Jian Dai

Proceedings of AAAI Symposium on Survival Prediction, 2021

2020

Seagull: lasso, group lasso and sparse-group lasso regularization for linear regression models via proximal gradient descent.

Jan Klosa, Noah Simon, Pål O. Westermark, Volkmar Liebscher, Dörte Wittenburg

BMC Bioinform., 2020

A Flexible Framework for Nonparametric Graphical Modeling that Accommodates Machine Learning.

Yunhua Xiang, Noah Simon

Proceedings of the 37th International Conference on Machine Learning, 2020

2019

Prediction of VRC01 neutralization sensitivity by HIV-1 gp160 sequence features.

Craig A. Magaret, David C. Benkeser, Brian D. Williamson, Bhavesh Borate, Lindsay N. Carpp, Ivelin S. Georgiev, Ian Setliff, Adam S. Dingens, Noah Simon, Marco Carone, Christopher Simpkins, David C. Montefiori, Galit Alter, Wen-Han Yu, Michal Juraska, Paul Thatcher Edlefsen, Shelly Karuna, Nyaradzo M. Mgodi, Srilatha Edugupanti, Peter B. Gilbert

PLoS Comput. Biol., 2019

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

Jean Feng, Scott Emerson, Noah Simon

CoRR, 2019

Selective prediction-set models with coverage guarantees.

Jean Feng, Arjun Sondhi, Jessica Perry, Noah Simon

CoRR, 2019

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

Jean Feng, Noah Simon

CoRR, 2019

2018

Wavelet regression and additive models for irregularly spaced data.

Asad Haris, Ali Shojaie, Noah Simon

Proceedings of the Advances in Neural Information Processing Systems 31: Annual Conference on Neural Information Processing Systems 2018, 2018

Nonparametric variable importance using an augmented neural network with multi-task learning.

Jean Feng, Brian D. Williamson, Marco Carone, Noah Simon

Proceedings of the 35th International Conference on Machine Learning, 2018

2016

Convex Regression with Interpretable Sharp Partitions.

Ashley Petersen, Noah Simon, Daniela M. Witten

J. Mach. Learn. Res., 2016

2014

Exploring medical diagnostic performance using interactive, multi-parameter sourced receiver operating characteristic scatter plots.

Hyatt E. Moore IV, Olivier Andlauer, Noah Simon, Emmanuel Mignot

Comput. Biol. Medicine, 2014

2011

Quotient Sets and Diophantine Equations.

Stephan Ramon Garcia, Vincent Selhorst-Jones, Daniel E. Poore, Noah Simon

Am. Math. Mon., 2011