Noah Simon

Publication Activity (10 Years)

Years Active: 2011-2023
Publications (10 Years): 21

Top Topics

Regression Model

Structured Sparsity

Multiple Instance

Top Venues

J. Mach. Learn. Res.

PLoS Comput. Biol.

Publications

Jan Klosa, Noah Simon, Volkmar Liebscher, Dörte Wittenburg
A Fitted Sparse-Group Lasso for Genome-Based Evaluations. IEEE ACM Trans. Comput. Biol. Bioinform. 20 (1) (2023)
Yunhua Xiang, Tianyu Zhang, Xu Wang, Ali Shojaie, Noah Simon
On the Optimality of Nuclear-norm-based Matrix Completion for Problems with Smooth Non-linear Structure. J. Mach. Learn. Res. 24 (2023)
Jean Feng, Noah Simon
Ensembled sparse-input hierarchical networks for high-dimensional datasets. Stat. Anal. Data Min. 15 (6) (2022)
Asad Haris, Noah Simon, Ali Shojaie
Generalized Sparse Additive Models. J. Mach. Learn. Res. 23 (2022)
Aliasghar Tarkhan, Trung Kien Nguyen, Noah Simon, Thomas Bengtsson, Paolo Ocampo, Jian Dai
Attention-Based Deep Multiple Instance Learning with Adaptive Instance Sampling. ISBI (2022)
Aliasghar Tarkhan, Trung Kien Nguyen, Noah Simon, Jian Dai
Investigation of Training Multiple Instance Learning Networks with Instance Sampling. REMIA@MICCAI (2022)
Adam C. Richie-Halford, Manjari Narayan, Noah Simon, Jason D. Yeatman, Ariel Rokem
Groupyr: Sparse Group Lasso in Python. J. Open Source Softw. 6 (58) (2021)
Adam C. Richie-Halford, Jason D. Yeatman, Noah Simon, Ariel Rokem
Multidimensional analysis and detection of informative features in human brain white matter. PLoS Comput. Biol. 17 (6) (2021)
Yichen Lu, Jane Fridlyand, Tiffany Tang, Ting Qi, Noah Simon, Ning Leng
The Future will be Different than Today: Model Evaluation Considerations when Developing Translational Clinical Biomarker. CoRR (2021)
Aliasghar Tarkhan, Noah Simon, Thomas Bengtsson, Trung Kien Nguyen, Jian Dai
Survival Prediction Using Deep Learning. SPACA (2021)
Jean Feng, Noah Simon
Ensembled sparse-input hierarchical networks for high-dimensional datasets. CoRR (2020)
Yunhua Xiang, Noah Simon
A Flexible Framework for Nonparametric Graphical Modeling that Accommodates Machine Learning. ICML (2020)
Jan Klosa, Noah Simon, Pål O. Westermark, Volkmar Liebscher, Dörte Wittenburg
Seagull: lasso, group lasso and sparse-group lasso regularization for linear regression models via proximal gradient descent. BMC Bioinform. 21 (1) (2020)
Jean Feng, Noah Simon
An analysis of the cost of hyper-parameter selection via split-sample validation, with applications to penalized regression. CoRR (2019)
Jean Feng, Scott Emerson, Noah Simon
Approval policies for modifications to Machine Learning-Based Software as a Medical Device: A study of bio-creep. CoRR (2019)
Asad Haris, Noah Simon, Ali Shojaie
Wavelet regression and additive models for irregularly spaced data. CoRR (2019)
Jean Feng, Arjun Sondhi, Jessica Perry, Noah Simon
Selective prediction-set models with coverage guarantees. CoRR (2019)
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
Prediction of VRC01 neutralization sensitivity by HIV-1 gp160 sequence features. PLoS Comput. Biol. 15 (4) (2019)
Jean Feng, Brian D. Williamson, Marco Carone, Noah Simon
Nonparametric variable importance using an augmented neural network with multi-task learning. ICML (2018)
Asad Haris, Ali Shojaie, Noah Simon
Wavelet regression and additive models for irregularly spaced data. NeurIPS (2018)
Ashley Petersen, Noah Simon, Daniela M. Witten
Convex Regression with Interpretable Sharp Partitions. J. Mach. Learn. Res. 17 (2016)
Hyatt E. Moore IV, Olivier Andlauer, Noah Simon, Emmanuel Mignot
Exploring medical diagnostic performance using interactive, multi-parameter sourced receiver operating characteristic scatter plots. Comput. Biol. Medicine 47 (2014)
Stephan Ramon Garcia, Vincent Selhorst-Jones, Daniel E. Poore, Noah Simon
Quotient Sets and Diophantine Equations. Am. Math. Mon. 118 (8) (2011)