Works in Machine Learning, 2025, Vol 114, Issue 1
Results: 30
Fair prediction sets through multi-objective hyperparameter optimization.
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- Machine Learning, 2025, v. 114, n. 1, p. 1, doi. 10.1007/s10994-024-06721-w
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- Article
Knoop: practical enhancement of knockoff with over-parameterization for variable selection.
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- Machine Learning, 2025, v. 114, n. 1, p. 1, doi. 10.1007/s10994-024-06692-y
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- Article
Efficient federated unlearning under plausible deniability.
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- Machine Learning, 2025, v. 114, n. 1, p. 1, doi. 10.1007/s10994-024-06685-x
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- Article
ArithmeticGPT: empowering small-size large language models with advanced arithmetic skills.
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- Machine Learning, 2025, v. 114, n. 1, p. 1, doi. 10.1007/s10994-024-06681-1
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- Article
Learning multi-axis representation in frequency domain for medical image segmentation.
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- Machine Learning, 2025, v. 114, n. 1, p. 1, doi. 10.1007/s10994-024-06728-3
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- Article
ScoreCL: augmentation-adaptive contrastive learning via score-matching function.
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- Machine Learning, 2025, v. 114, n. 1, p. 1, doi. 10.1007/s10994-024-06707-8
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- Article
Let the noise flow away: combating noisy labels using normalizing flows.
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- Machine Learning, 2025, v. 114, n. 1, p. 1, doi. 10.1007/s10994-024-06695-9
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- Article
Adaptive parameters identification for nonlinear dynamics using deep permutation invariant networks.
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- Machine Learning, 2025, v. 114, n. 1, p. 1, doi. 10.1007/s10994-024-06732-7
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- Article
Unmasking deception: a topic-oriented multimodal approach to uncover false information on social media.
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- Machine Learning, 2025, v. 114, n. 1, p. 1, doi. 10.1007/s10994-024-06727-4
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- Article
PerfoRank: cluster-based performance ranking for improved performance evaluation and estimation in professional cycling.
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- Machine Learning, 2025, v. 114, n. 1, p. 1, doi. 10.1007/s10994-024-06716-7
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- Article
SPA: A poisoning attack framework for graph neural networks through searching and pairing.
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- Machine Learning, 2025, v. 114, n. 1, p. 1, doi. 10.1007/s10994-024-06706-9
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- Article
Credal ensembling in multi-class classification.
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- Machine Learning, 2025, v. 114, n. 1, p. 1, doi. 10.1007/s10994-024-06703-y
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- Article
Learning to rank aspects and opinions for comparative explanations.
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- Machine Learning, 2025, v. 114, n. 1, p. 1, doi. 10.1007/s10994-024-06699-5
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- Article
Scalable individual treatment effect estimator for large graphs.
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- Machine Learning, 2025, v. 114, n. 1, p. 1, doi. 10.1007/s10994-024-06694-w
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- Article
Scalable individual treatment effect estimator for large graphs.
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- Machine Learning, 2025, v. 114, n. 1, p. 1, doi. 10.1007/s10994-024-06694-w
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- Article
Misclassification bounds for PAC-Bayesian sparse deep learning.
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- Machine Learning, 2025, v. 114, n. 1, p. 1, doi. 10.1007/s10994-024-06690-0
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- Article
On the convergence analysis of over-parameterized variational autoencoders: a neural tangent kernel perspective.
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- Machine Learning, 2025, v. 114, n. 1, p. 1, doi. 10.1007/s10994-024-06683-z
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- Article
On the convergence analysis of over-parameterized variational autoencoders: a neural tangent kernel perspective.
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- Machine Learning, 2025, v. 114, n. 1, p. 1, doi. 10.1007/s10994-024-06683-z
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- Article
SA-LfV: self-annotated labeling from videos for object detection.
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- Machine Learning, 2025, v. 114, n. 1, p. 1, doi. 10.1007/s10994-024-06676-y
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- Article
A survey on self-supervised learning for non-sequential tabular data.
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- Machine Learning, 2025, v. 114, n. 1, p. 1, doi. 10.1007/s10994-024-06674-0
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- Article
A survey on self-supervised learning for non-sequential tabular data.
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- Machine Learning, 2025, v. 114, n. 1, p. 1, doi. 10.1007/s10994-024-06674-0
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- Article
Prompt-based contrastive learning to combat the COVID-19 infodemic.
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- Machine Learning, 2025, v. 114, n. 1, p. 1, doi. 10.1007/s10994-024-06731-8
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- Article
Self explainable graph convolutional recurrent network for spatio-temporal forecasting.
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- Machine Learning, 2025, v. 114, n. 1, p. 1, doi. 10.1007/s10994-024-06725-6
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- Article
Qualitative control learning can be much faster than reinforcement learning.
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- Machine Learning, 2025, v. 114, n. 1, p. 1, doi. 10.1007/s10994-024-06724-7
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- Article
Resolving power: a general approach to compare the distinguishing ability of threshold-free evaluation metrics.
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- Machine Learning, 2025, v. 114, n. 1, p. 1, doi. 10.1007/s10994-024-06723-8
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- Article
Fast online feature selection in streaming data.
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- Machine Learning, 2025, v. 114, n. 1, p. 1, doi. 10.1007/s10994-024-06712-x
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- Article
Forecasting short-term passenger flow via CBGC-SCI: an in-depth comparative study on Shenzhen Metro.
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- Machine Learning, 2025, v. 114, n. 1, p. 1, doi. 10.1007/s10994-024-06711-y
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- Article
Deep metric loss for multimodal learning.
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- Machine Learning, 2025, v. 114, n. 1, p. 1, doi. 10.1007/s10994-024-06709-6
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- Article
Is it still fair? A comparative evaluation of fairness algorithms through the lens of covariate drift.
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- Machine Learning, 2025, v. 114, n. 1, p. 1, doi. 10.1007/s10994-024-06698-6
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- Article
Concentration properties of fractional posterior in 1-bit matrix completion.
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- Machine Learning, 2025, v. 114, n. 1, p. 1, doi. 10.1007/s10994-024-06691-z
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- Article