Noah Simon

24 papers A* 3Journal 18Unranked 3
YearRankTypeTitle / Venue / Authors
2024 J jnl
A Framework for Leveraging Machine Learning Tools to Estimate Personalized Survival Curves.
J. Comput. Graph. Stat.
Charles J. Wolock, Peter B. Gilbert, Noah Simon, Marco Carone
2023 J jnl
A Fitted Sparse-Group Lasso for Genome-Based Evaluations.
IEEE ACM Trans. Comput. Biol. Bioinform.
Jan Klosa, Noah Simon, Volkmar Liebscher, Dörte Wittenburg
2023 J jnl
On the Optimality of Nuclear-norm-based Matrix Completion for Problems with Smooth Non-linear Structure.
J. Mach. Learn. Res.
Yunhua Xiang, Tianyu Zhang, Xu Wang, Ali Shojaie, Noah Simon
2022 — conf
Attention-Based Deep Multiple Instance Learning with Adaptive Instance Sampling.
ISBI
Aliasghar Tarkhan, Trung Kien Nguyen, Noah Simon, Thomas Bengtsson, Paolo Ocampo, Jian Dai
2022 J jnl
Ensembled sparse-input hierarchical networks for high-dimensional datasets.
Stat. Anal. Data Min.
Jean Feng, Noah Simon
2022 J jnl
Generalized Sparse Additive Models.
J. Mach. Learn. Res.
Asad Haris, Noah Simon, Ali Shojaie
2022 — conf
Investigation of Training Multiple Instance Learning Networks with Instance Sampling.
REMIA@MICCAI
Aliasghar Tarkhan, Trung Kien Nguyen, Noah Simon, Jian Dai
2021 J jnl
Groupyr: Sparse Group Lasso in Python.
J. Open Source Softw.
Adam C. Richie-Halford, Manjari Narayan, Noah Simon, Jason D. Yeatman, Ariel Rokem
2021 J jnl
Multidimensional analysis and detection of informative features in human brain white matter.
PLoS Comput. Biol.
Adam C. Richie-Halford, Jason D. Yeatman, Noah Simon, Ariel Rokem
2021 — conf
Survival Prediction Using Deep Learning.
SPACA
Aliasghar Tarkhan, Noah Simon, Thomas Bengtsson, Trung Kien Nguyen, Jian Dai
2021 J jnl
The Future will be Different than Today: Model Evaluation Considerations when Developing Translational Clinical Biomarker.
CoRR
Yichen Lu, Jane Fridlyand, Tiffany Tang, Ting Qi, Noah Simon, Ning Leng
2020 A* conf
A Flexible Framework for Nonparametric Graphical Modeling that Accommodates Machine Learning.
ICML
Yunhua Xiang, Noah Simon
2020 J jnl
Ensembled sparse-input hierarchical networks for high-dimensional datasets.
CoRR
Jean Feng, Noah Simon
2020 J jnl
Seagull: lasso, group lasso and sparse-group lasso regularization for linear regression models via proximal gradient descent.
BMC Bioinform.
Jan Klosa, Noah Simon, Pål O. Westermark, Volkmar Liebscher, Dörte Wittenburg
2019 J jnl
An analysis of the cost of hyper-parameter selection via split-sample validation, with applications to penalized regression.
CoRR
Jean Feng, Noah Simon
2019 J jnl
Approval policies for modifications to Machine Learning-Based Software as a Medical Device: A study of bio-creep.
CoRR
Jean Feng, Scott Emerson, Noah Simon
2019 J jnl
Prediction of VRC01 neutralization sensitivity by HIV-1 gp160 sequence features.
PLoS Comput. Biol.
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
2019 J jnl
Selective prediction-set models with coverage guarantees.
CoRR
Jean Feng, Arjun Sondhi, Jessica Perry, Noah Simon
2019 J jnl
Wavelet regression and additive models for irregularly spaced data.
CoRR
Asad Haris, Noah Simon, Ali Shojaie
2018 A* conf
Nonparametric variable importance using an augmented neural network with multi-task learning.
ICML
Jean Feng, Brian D. Williamson, Marco Carone, Noah Simon
2018 A* conf
Wavelet regression and additive models for irregularly spaced data.
NeurIPS
Asad Haris, Ali Shojaie, Noah Simon
2016 J jnl
Convex Regression with Interpretable Sharp Partitions.
J. Mach. Learn. Res.
Ashley Petersen, Noah Simon, Daniela M. Witten
2014 J jnl
Exploring medical diagnostic performance using interactive, multi-parameter sourced receiver operating characteristic scatter plots.
Comput. Biol. Medicine
Hyatt E. Moore IV, Olivier Andlauer, Noah Simon, Emmanuel Mignot
2011 J jnl
Quotient Sets and Diophantine Equations.
Am. Math. Mon.
Stephan Ramon Garcia, Vincent Selhorst-Jones, Daniel E. Poore, Noah Simon