Fair prediction sets through multi-objective hyperparameter optimization.
- Published in:
- Machine Learning, 2025, v. 114, n. 1, p. 1, doi. 10.1007/s10994-024-06721-w
- By:
- Publication type:
- Article
Works matching IS 0885-6125 AND VI 114 AND IP 1 AND DT 2025
Results: 30
1
2
Knoop: practical enhancement of knockoff with over-parameterization for variable selection.
- Published in:
- Machine Learning, 2025, v. 114, n. 1, p. 1, doi. 10.1007/s10994-024-06692-y
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- Publication type:
- Article
3
Efficient federated unlearning under plausible deniability.
- Published in:
- Machine Learning, 2025, v. 114, n. 1, p. 1, doi. 10.1007/s10994-024-06685-x
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- Publication type:
- Article
4
ArithmeticGPT: empowering small-size large language models with advanced arithmetic skills.
- Published in:
- Machine Learning, 2025, v. 114, n. 1, p. 1, doi. 10.1007/s10994-024-06681-1
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- Publication type:
- Article
5
Learning multi-axis representation in frequency domain for medical image segmentation.
- Published in:
- Machine Learning, 2025, v. 114, n. 1, p. 1, doi. 10.1007/s10994-024-06728-3
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- Publication type:
- Article
6
ScoreCL: augmentation-adaptive contrastive learning via score-matching function.
- Published in:
- Machine Learning, 2025, v. 114, n. 1, p. 1, doi. 10.1007/s10994-024-06707-8
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- Publication type:
- Article
7
Let the noise flow away: combating noisy labels using normalizing flows.
- Published in:
- Machine Learning, 2025, v. 114, n. 1, p. 1, doi. 10.1007/s10994-024-06695-9
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- Publication type:
- Article
8
Adaptive parameters identification for nonlinear dynamics using deep permutation invariant networks.
- Published in:
- Machine Learning, 2025, v. 114, n. 1, p. 1, doi. 10.1007/s10994-024-06732-7
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- Publication type:
- Article
9
Unmasking deception: a topic-oriented multimodal approach to uncover false information on social media.
- Published in:
- Machine Learning, 2025, v. 114, n. 1, p. 1, doi. 10.1007/s10994-024-06727-4
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- Publication type:
- Article
10
PerfoRank: cluster-based performance ranking for improved performance evaluation and estimation in professional cycling.
- Published in:
- Machine Learning, 2025, v. 114, n. 1, p. 1, doi. 10.1007/s10994-024-06716-7
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- Publication type:
- Article
11
SPA: A poisoning attack framework for graph neural networks through searching and pairing.
- Published in:
- Machine Learning, 2025, v. 114, n. 1, p. 1, doi. 10.1007/s10994-024-06706-9
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- Publication type:
- Article
12
Credal ensembling in multi-class classification.
- Published in:
- Machine Learning, 2025, v. 114, n. 1, p. 1, doi. 10.1007/s10994-024-06703-y
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- Publication type:
- Article
13
Learning to rank aspects and opinions for comparative explanations.
- Published in:
- Machine Learning, 2025, v. 114, n. 1, p. 1, doi. 10.1007/s10994-024-06699-5
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- Publication type:
- Article
14
Scalable individual treatment effect estimator for large graphs.
- Published in:
- Machine Learning, 2025, v. 114, n. 1, p. 1, doi. 10.1007/s10994-024-06694-w
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- Publication type:
- Article
15
Scalable individual treatment effect estimator for large graphs.
- Published in:
- Machine Learning, 2025, v. 114, n. 1, p. 1, doi. 10.1007/s10994-024-06694-w
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- Publication type:
- Article
16
Misclassification bounds for PAC-Bayesian sparse deep learning.
- Published in:
- Machine Learning, 2025, v. 114, n. 1, p. 1, doi. 10.1007/s10994-024-06690-0
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- Publication type:
- Article
17
On the convergence analysis of over-parameterized variational autoencoders: a neural tangent kernel perspective.
- Published in:
- Machine Learning, 2025, v. 114, n. 1, p. 1, doi. 10.1007/s10994-024-06683-z
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- Publication type:
- Article
18
On the convergence analysis of over-parameterized variational autoencoders: a neural tangent kernel perspective.
- Published in:
- Machine Learning, 2025, v. 114, n. 1, p. 1, doi. 10.1007/s10994-024-06683-z
- By:
- Publication type:
- Article
19
SA-LfV: self-annotated labeling from videos for object detection.
- Published in:
- Machine Learning, 2025, v. 114, n. 1, p. 1, doi. 10.1007/s10994-024-06676-y
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- Publication type:
- Article
20
A survey on self-supervised learning for non-sequential tabular data.
- Published in:
- 2025
- By:
- Publication type:
- Literature Review
21
A survey on self-supervised learning for non-sequential tabular data.
- Published in:
- 2025
- By:
- Publication type:
- Literature Review
22
Prompt-based contrastive learning to combat the COVID-19 infodemic.
- Published in:
- Machine Learning, 2025, v. 114, n. 1, p. 1, doi. 10.1007/s10994-024-06731-8
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- Publication type:
- Article
23
Self explainable graph convolutional recurrent network for spatio-temporal forecasting.
- Published in:
- Machine Learning, 2025, v. 114, n. 1, p. 1, doi. 10.1007/s10994-024-06725-6
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- Publication type:
- Article
24
Qualitative control learning can be much faster than reinforcement learning.
- Published in:
- Machine Learning, 2025, v. 114, n. 1, p. 1, doi. 10.1007/s10994-024-06724-7
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- Publication type:
- Article
25
Resolving power: a general approach to compare the distinguishing ability of threshold-free evaluation metrics.
- Published in:
- Machine Learning, 2025, v. 114, n. 1, p. 1, doi. 10.1007/s10994-024-06723-8
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- Publication type:
- Article
26
Fast online feature selection in streaming data.
- Published in:
- Machine Learning, 2025, v. 114, n. 1, p. 1, doi. 10.1007/s10994-024-06712-x
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- Publication type:
- Article
27
Forecasting short-term passenger flow via CBGC-SCI: an in-depth comparative study on Shenzhen Metro.
- Published in:
- Machine Learning, 2025, v. 114, n. 1, p. 1, doi. 10.1007/s10994-024-06711-y
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- Publication type:
- Article
28
Deep metric loss for multimodal learning.
- Published in:
- Machine Learning, 2025, v. 114, n. 1, p. 1, doi. 10.1007/s10994-024-06709-6
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- Publication type:
- Article
29
Is it still fair? A comparative evaluation of fairness algorithms through the lens of covariate drift.
- Published in:
- Machine Learning, 2025, v. 114, n. 1, p. 1, doi. 10.1007/s10994-024-06698-6
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- Publication type:
- Article
30
Concentration properties of fractional posterior in 1-bit matrix completion.
- Published in:
- Machine Learning, 2025, v. 114, n. 1, p. 1, doi. 10.1007/s10994-024-06691-z
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- Publication type:
- Article