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of 14
pro vyhledávání: '"Bennette, Walter"'
Machine learning models deployed in the open world may encounter observations that they were not trained to recognize, and they risk misclassifying such observations with high confidence. Therefore, it is essential that these models are able to ascer
Externí odkaz:
http://arxiv.org/abs/2303.17658
Given a black-box classification model and an unlabeled evaluation dataset from some application domain, efficient strategies need to be developed to evaluate the model. Random sampling allows a user to estimate metrics like accuracy, precision, and
Externí odkaz:
http://arxiv.org/abs/2102.12844
Given a deep neural network image classification model that we treat as a black box, and an unlabeled evaluation dataset, we develop an efficient strategy by which the classifier can be evaluated. Randomly sampling and labeling instances from an unla
Externí odkaz:
http://arxiv.org/abs/2006.16055
Autor:
Maurer, Karsten, Bennette, Walter
Assessing the predictive accuracy of black box classifiers is challenging in the absence of labeled test datasets. In these scenarios we may need to rely on a human oracle to evaluate individual predictions; presenting the challenge to create query a
Externí odkaz:
http://arxiv.org/abs/1810.05571
Autor:
Harris, Krista N., Capiola, August, Alarcon, Gene M., Johnson, Dexter, Jessup, Sarah, Willis, Sasha, Bennette, Walter
Publikováno v:
Proceedings of the Human Factors & Ergonomics Society Annual Meeting; Sep2024, Vol. 68 Issue 1, p344-351, 8p
Akademický článek
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Autor:
Hammoud, Riad I., Overman, Timothy L., Mahalanobis, Abhijit, Jaskie, Kristen, Sisti, Sean, Bennette, Walter
Publikováno v:
Proceedings of SPIE; May 2022, Vol. 12096 Issue: 1 p120960E-120960E-8, 1088649p
Efficient fine-grained automatic target recognition through active learning for defense applications
Autor:
Schwartz, Peter J., Jensen, Benjamin, Hohil, Myron E., Thorp, Claire A., Sisti, Sean P., Browne, Lesrene A., Schwartz, Casey, Inkawhich, Nathan, Bennette, Walter
Publikováno v:
Proceedings of SPIE; June 2024, Vol. 13051 Issue: 1 p1305111-1305111-8
Autor:
Bennette, Walter D.
Publikováno v:
Advances in Computational Intelligence Systems; 2017, p407-420, 14p
Autor:
Salerno, John J., Smith, Jason E., Geiler, Warren M., McCabe, Patrick K., Panasyuk, Aleksey V., Bennette, Walter D., Kwiat, Adam
Publikováno v:
Handbook of Computational Approaches to Counterterrorism; 2013, p363-399, 37p