Responsible model deployment via model-agnostic uncertainty learning.
- Published in:
- Machine Learning, 2023, v. 112, n. 3, p. 939, doi. 10.1007/s10994-022-06248-y
- By:
- Publication type:
- Article
Works matching IS 08856125 AND DT 2023 AND VI 112 AND IP 3
Results: 12
1
2
Adversarial vulnerability bounds for Gaussian process classification.
- Published in:
- Machine Learning, 2023, v. 112, n. 3, p. 971, doi. 10.1007/s10994-022-06224-6
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- Publication type:
- Article
3
Beyond confusion matrix: learning from multiple annotators with awareness of instance features.
- Published in:
- Machine Learning, 2023, v. 112, n. 3, p. 1053, doi. 10.1007/s10994-022-06211-x
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- Publication type:
- Article
4
Adversarial learning for counterfactual fairness.
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- Machine Learning, 2023, v. 112, n. 3, p. 741, doi. 10.1007/s10994-022-06206-8
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- Publication type:
- Article
5
Explicit Explore, Exploit, or Escape (E4): near-optimal safety-constrained reinforcement learning in polynomial time.
- Published in:
- Machine Learning, 2023, v. 112, n. 3, p. 817, doi. 10.1007/s10994-022-06201-z
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- Publication type:
- Article
6
DAFS: a domain aware few shot generative model for event detection.
- Published in:
- Machine Learning, 2023, v. 112, n. 3, p. 1011, doi. 10.1007/s10994-022-06198-5
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- Publication type:
- Article
7
Positive-unlabeled classification under class-prior shift: a prior-invariant approach based on density ratio estimation.
- Published in:
- Machine Learning, 2023, v. 112, n. 3, p. 889, doi. 10.1007/s10994-022-06190-z
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- Publication type:
- Article
8
Safety-constrained reinforcement learning with a distributional safety critic.
- Published in:
- Machine Learning, 2023, v. 112, n. 3, p. 859, doi. 10.1007/s10994-022-06187-8
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- Publication type:
- Article
9
Machine truth serum: a surprisingly popular approach to improving ensemble methods.
- Published in:
- Machine Learning, 2023, v. 112, n. 3, p. 789, doi. 10.1007/s10994-022-06183-y
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- Publication type:
- Article
10
Troubleshooting image segmentation models with human-in-the-loop.
- Published in:
- Machine Learning, 2023, v. 112, n. 3, p. 1033, doi. 10.1007/s10994-021-06110-7
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- Publication type:
- Article
11
Inference over radiative transfer models using variational and expectation maximization methods.
- Published in:
- Machine Learning, 2023, v. 112, n. 3, p. 921, doi. 10.1007/s10994-021-05999-4
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- Publication type:
- Article
12
Forecasting upper atmospheric scalars advection using deep learning: an O3 experiment.
- Published in:
- Machine Learning, 2023, v. 112, n. 3, p. 765, doi. 10.1007/s10994-020-05944-x
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- Publication type:
- Article