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Lundberg, Scott
274  Ergebnisse:
Personensuche X
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1

Adaptive Testing of Computer Vision Models:

, In: 2023 IEEE/CVF International Conference on Computer Vision (ICCV),
Gao, Irena ; Ilharco, Gabriel ; Lundberg, Scott. - p. 3980-3991 , 2023
Link: https://doi.org/10.1109/..
 
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2

Interpretable machine learning prediction of all-cause mort..:

Qiu, Wei ; Chen, Hugh ; Dincer, Ayse Berceste...
Communications Medicine.  2 (2022)  1 - p. , 2022
Link: https://doi.org/10.1038/..
 
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3

Intelligible and Explainable Machine Learning : Best Pra..:

, In: Proceedings of the 26th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining,
Caruana, Rich ; Lundberg, Scott ; Ribeiro, Marco Tulio.. - p. 3511-3512 , 2020
Link: https://dl.acm.org/doi/1..
 
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4

Explaining Models by Propagating Shapley Values of Local Co..:

, In: Explainable AI in Healthcare and Medicine; Studies in Computational Intelligence,
Chen, Hugh ; Lundberg, Scott ; Lee, Su-In - p. 261-270 , 2020
Link: https://doi.org/10.1007/..
 
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5

Commentary:

Lundberg, Scott
Annals of Emergency Medicine.  70 (2017)  1 - p. 30-31 , 2017
Link: https://doi.org/10.1016/..
 
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6

Wide Variability in Emergency Physician Admission Rates: A ..:

Guterman, Jeffrey ; Lundberg, Scott ; Scheib, Geoffrey...
Western Journal of Emergency Medicine.  17 (2016)  5 - p. 561-566 , 2016
Link: https://doi.org/10.5811/..
 
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7

CloudControl : Leveraging many public ChIP-seq control e..:

, In: Proceedings of the 7th ACM International Conference on Bioinformatics, Computational Biology, and Health Informatics,
Hiranuma, Naozumi ; Lundberg, Scott ; Lee, Su-In - p. 191-199 , 2016
Link: https://dl.acm.org/doi/1..
 
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8

An implicit representation of chordal comparability graphs ..:

Curtis, Andrew R. ; Izurieta, Clemente ; Joeris, Benson..
Discrete Applied Mathematics.  158 (2010)  8 - p. 869-875 , 2010
Link: https://doi.org/10.1016/..
 
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9

O(mlogn) split decomposition of strongly-connected graphs:

Joeris, Benson L. ; Lundberg, Scott ; McConnell, Ross M.
Discrete Applied Mathematics.  158 (2010)  7 - p. 779-799 , 2010
Link: https://doi.org/10.1016/..
 
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10

Algorithms to estimate Shapley value feature attributions:

Chen, Hugh ; Covert, Ian C. ; Lundberg, Scott M..
Nature Machine Intelligence.  5 (2023)  6 - p. 590-601 , 2023
Link: https://doi.org/10.1038/..
 
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11

Explaining a series of models by propagating Shapley values:

Chen, Hugh ; Lundberg, Scott M. ; Lee, Su-In
Nature Communications.  13 (2022)  1 - p. , 2022
Link: https://doi.org/10.1038/..
 
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12

Forecasting adverse surgical events using self-supervised t..:

Chen, Hugh ; Lundberg, Scott M. ; Erion, Gabriel..
npj Digital Medicine.  4 (2021)  1 - p. , 2021
Link: https://doi.org/10.1038/..
 
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13

Improving performance of deep learning models with axiomati..:

Erion, Gabriel ; Janizek, Joseph D. ; Sturmfels, Pascal..
Nature Machine Intelligence.  3 (2021)  7 - p. 620-631 , 2021
Link: https://doi.org/10.1038/..
 
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14

AIControl: replacing matched control experiments with machi..:

Hiranuma, Naozumi ; Lundberg, Scott M ; Lee, Su-In
Nucleic Acids Research.  47 (2019)  10 - p. e58-e58 , 2019
Link: https://doi.org/10.1093/..
 
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15

A machine learning approach to integrate big data for preci..:

Lee, Su-In ; Celik, Safiye ; Logsdon, Benjamin A....
Nature Communications.  9 (2018)  1 - p. , 2018
Link: https://doi.org/10.1038/..
 
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