Articles with public access mandates - Jonas MuellerLearn more
Available somewhere: 13
Antibody Complementarity Determining Region Design Using High-Capacity Machine Learning
G Liu, H Zeng, J Mueller, B Carter, Z Wang, J Schilz, G Horny, ...
Bioinformatics 36 (7), 2126-2133, 2020
Mandates: US National Institutes of Health
Wnt signaling separates the progenitor and endocrine compartments during pancreas development
N Sharon, J Vanderhooft, J Straubhaar, J Mueller, R Chawla, Q Zhou, ...
Cell reports 27 (8), 2281-2291. e5, 2019
Mandates: US National Institutes of Health, Howard Hughes Medical Institute
A peninsular structure coordinates asynchronous differentiation with morphogenesis to generate pancreatic islets
N Sharon, R Chawla, J Mueller, J Vanderhooft, LJ Whitehorn, ...
Cell 176 (4), 790-804. e13, 2019
Mandates: Swiss National Science Foundation, US National Institutes of Health, Howard …
What made you do this? Understanding black-box decisions with sufficient input subsets
B Carter, J Mueller, S Jain, D Gifford
The 22nd International Conference on Artificial Intelligence and Statistics …, 2019
Mandates: US National Institutes of Health
Overinterpretation reveals image classification model pathologies
B Carter, S Jain, JW Mueller, D Gifford
Advances in Neural Information Processing Systems 34, 15395-15407, 2021
Mandates: US National Institutes of Health
Principal differences analysis: Interpretable characterization of differences between distributions
J Mueller, T Jaakkola
Advances in Neural Information Processing Systems, 2015
Mandates: US National Institutes of Health
Deep learning for the partially linear Cox model
Q Zhong, J Mueller, JL Wang
The Annals of Statistics 50 (3), 1348-1375, 2022
Mandates: US National Science Foundation, US National Institutes of Health, National …
General triallelic frequency spectrum under demographic models with variable population size
PA Jenkins, JW Mueller, YS Song
Genetics 196 (1), 295-311, 2014
Mandates: US National Institutes of Health
Deep learning for functional data analysis with adaptive basis layers
J Yao, J Mueller, JL Wang
International Conference on Machine Learning, 11898-11908, 2021
Mandates: US National Science Foundation
Deep extended hazard models for survival analysis
Q Zhong, JW Mueller, JL Wang
Advances in Neural Information Processing Systems 34, 15111-15124, 2021
Mandates: US National Science Foundation, National Natural Science Foundation of China
Learning Optimal Interventions
J Mueller, D Reshef, G Du, T Jaakkola
Artificial Intelligence and Statistics 54, 1039-1047, 2017
Mandates: US Office of the Director of National Intelligence
Modeling Persistent Trends in Distributions
J Mueller, T Jaakkola, D Gifford
Journal of the American Statistical Association 113 (523), 1296-1310, 2018
Mandates: US National Institutes of Health
Detecting Errors in a Numerical Response via any Regression Model
H Zhou, J Mueller, M Kumar, JL Wang, J Lei
arXiv preprint arXiv:2305.16583, 2023
Mandates: US National Science Foundation
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