Re-thinking model robustness from stability: a new insight to defend adversarial examples.
- Published in:
- Machine Learning, 2022, v. 111, n. 7, p. 2489, doi. 10.1007/s10994-022-06186-9
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- Publication type:
- Article
Works matching IS 08856125 AND DT 2022 AND VI 111 AND IP 7
Results: 12
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Traditional and context-specific spam detection in low resource settings.
- Published in:
- Machine Learning, 2022, v. 111, n. 7, p. 2515, doi. 10.1007/s10994-022-06176-x
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- Publication type:
- Article
3
Arbitrary conditional inference in variational autoencoders via fast prior network training.
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- Machine Learning, 2022, v. 111, n. 7, p. 2537, doi. 10.1007/s10994-022-06171-2
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- Publication type:
- Article
4
ROSE: robust online self-adjusting ensemble for continual learning on imbalanced drifting data streams.
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- Machine Learning, 2022, v. 111, n. 7, p. 2561, doi. 10.1007/s10994-022-06168-x
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- Publication type:
- Article
5
Variance reduction in feature hashing using MLE and control variate method.
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- Machine Learning, 2022, v. 111, n. 7, p. 2631, doi. 10.1007/s10994-022-06166-z
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- Publication type:
- Article
6
Dual-domain graph convolutional networks for skeleton-based action recognition.
- Published in:
- Machine Learning, 2022, v. 111, n. 7, p. 2381, doi. 10.1007/s10994-022-06141-8
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- Publication type:
- Article
7
Robustness verification of ReLU networks via quadratic programming.
- Published in:
- Machine Learning, 2022, v. 111, n. 7, p. 2407, doi. 10.1007/s10994-022-06132-9
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- Publication type:
- Article
8
A generalized Weisfeiler-Lehman graph kernel.
- Published in:
- Machine Learning, 2022, v. 111, n. 7, p. 2601, doi. 10.1007/s10994-022-06131-w
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- Publication type:
- Article
9
Optimal policy trees.
- Published in:
- Machine Learning, 2022, v. 111, n. 7, p. 2741, doi. 10.1007/s10994-022-06128-5
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- Publication type:
- Article
10
Large scale tensor regression using kernels and variational inference.
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- Machine Learning, 2022, v. 111, n. 7, p. 2663, doi. 10.1007/s10994-021-06067-7
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- Publication type:
- Article
11
Learning explanations for biological feedback with delays using an event calculus.
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- Machine Learning, 2022, v. 111, n. 7, p. 2435, doi. 10.1007/s10994-021-06038-y
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- Publication type:
- Article
12
Spatial dependence between training and test sets: another pitfall of classification accuracy assessment in remote sensing.
- Published in:
- Machine Learning, 2022, v. 111, n. 7, p. 2715, doi. 10.1007/s10994-021-05972-1
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- Publication type:
- Article