Works matching IS 08856125 AND DT 2025 AND VI 114 AND IP 3

Results: 37

Unsupervised variational domain adaptation.

Published in:

Machine Learning, 2025, v. 114, n. 3, p. 1, doi. 10.1007/s10994-025-06751-y

By:

Li, Yundong;
Ge, Yizheng;
Lin, Chen;
Wang, Guan

Publication type:

Article

Deep contrastive coordinated multi-view consistency clustering.

Published in:

Machine Learning, 2025, v. 114, n. 3, p. 1, doi. 10.1007/s10994-025-06735-y

By:

Shi, Fuhao;
Wan, Shaohua;
Wu, Shengli;
Wei, Hui;
Lu, Hu

Publication type:

Article

Re-assessing accuracy degradation: a framework for understanding DNN behavior on similar-but-non-identical test datasets.

Published in:

Machine Learning, 2025, v. 114, n. 3, p. 1, doi. 10.1007/s10994-024-06693-x

By:

Anzaku, Esla Timothy;
Wang, Haohan;
Babalola, Ajiboye;
Van Messem, Arnout;
De Neve, Wesley

Publication type:

Article

Scaling the weight parameters in Markov logic networks and relational logistic regression models.

Published in:

Machine Learning, 2025, v. 114, n. 3, p. 1, doi. 10.1007/s10994-024-06635-7

By:

Weitkämper, Felix Q.

Publication type:

Article

Post-selection confidence bounds for prediction performance.

Published in:

Machine Learning, 2025, v. 114, n. 3, p. 1, doi. 10.1007/s10994-024-06632-w

By:

Rink, Pascal;
Brannath, Werner

Publication type:

Article

Multivariate functional linear discriminant analysis for partially-observed time series: Multivariate Functional LDA: R. Bordoloi et al.

Published in:

Machine Learning, 2025, v. 114, n. 3, p. 1, doi. 10.1007/s10994-025-06741-0

By:

Bordoloi, Rahul;
Réda, Clémence;
Trautmann, Orell;
Bej, Saptarshi;
Wolkenhauer, Olaf

Publication type:

Article

Convergence of Adam for non-convex objectives: relaxed hyperparameters and non-ergodic case.

Published in:

Machine Learning, 2025, v. 114, n. 3, p. 1, doi. 10.1007/s10994-025-06737-w

By:

Liang, Yuqing;
He, Meixuan;
Liu, Jinlan;
Xu, Dongpo

Publication type:

Article

A new geometry-aware non-euclidean distance metric.

Published in:

Machine Learning, 2025, v. 114, n. 3, p. 1, doi. 10.1007/s10994-024-06702-z

By:

Ghaziasgar, Mehran;
Mahvash Mohammadi, Hossein;
Adibi, Peyman

Publication type:

Article

Commonsense knowledge enhanced event graph representation learning for script event prediction.

Published in:

Machine Learning, 2025, v. 114, n. 3, p. 1, doi. 10.1007/s10994-024-06669-x

By:

Li, Xiang;
Jiang, Xinxi;
Zhou, Qifeng

Publication type:

Article

Verification on out-of-distribution detectors under natural perturbations.

Published in:

Machine Learning, 2025, v. 114, n. 3, p. 1, doi. 10.1007/s10994-024-06666-0

By:

Zhang, Chi;
Chen, Zhen;
Xu, Peipei;
Min, Geyong;
Ruan, Wenjie

Publication type:

Article

Spatiotemporal-view member preference contrastive representation learning for group recommendation.

Published in:

Machine Learning, 2025, v. 114, n. 3, p. 1, doi. 10.1007/s10994-024-06655-3

By:

Zhou, Yangtao;
Li, Qingshan;
Chu, Hua;
Li, Jianan;
Wei, Biaobiao;
Zhang, Shuai;
Han, Jialong

Publication type:

Article

Deep learning of PDE correction and mesh adaption without automatic differentiation.

Published in:

Machine Learning, 2025, v. 114, n. 3, p. 1, doi. 10.1007/s10994-025-06746-9

By:

Ma, Shaocong;
Diffenderfer, James;
Kailkhura, Bhavya;
Zhou, Yi

Publication type:

Article

CaCOM: customizing text-to-image diffusion models in the wild via continual active selection.

Published in:

Machine Learning, 2025, v. 114, n. 3, p. 1, doi. 10.1007/s10994-025-06743-y

By:

Yang, Jianan;
Zhang, Yanming;
Wang, Haobo;
Chen, Gang;
Wu, Sai;
Zhao, Junbo

Publication type:

Article

Alignclip: navigating the misalignments for robust vision-language generalization.

Published in:

Machine Learning, 2025, v. 114, n. 3, p. 1, doi. 10.1007/s10994-025-06742-z

By:

Han, Zhongyi;
Luo, Gongxu;
Sun, Hao;
Li, Yaqian;
Han, Bo;
Gong, Mingming;
Zhang, Kun;
Liu, Tongliang

Publication type:

Article

Hybrid additive modeling with partial dependence for supervised regression and dynamical systems forecasting.

Published in:

Machine Learning, 2025, v. 114, n. 3, p. 1, doi. 10.1007/s10994-025-06740-1

By:

Claes, Yann;
Huynh-Thu, Vân Anh;
Geurts, Pierre

Publication type:

Article

Conformal load prediction with transductive graph autoencoders.

Published in:

Machine Learning, 2025, v. 114, n. 3, p. 1, doi. 10.1007/s10994-024-06713-w

By:

Luo, Rui;
Colombo, Nicolo

Publication type:

Article

Probabilistic scoring lists for interpretable machine learning.

Published in:

Machine Learning, 2025, v. 114, n. 3, p. 1, doi. 10.1007/s10994-024-06705-w

By:

Hanselle, Jonas;
Heid, Stefan;
Fürnkranz, Johannes;
Hüllermeier, Eyke

Publication type:

Article

Conformalised data synthesis.

Published in:

Machine Learning, 2025, v. 114, n. 3, p. 1, doi. 10.1007/s10994-024-06701-0

By:

Meister, Julia A.;
Nguyen, Khuong An

Publication type:

Article

Toward finding strong pareto optimal policies in multi-agent reinforcement learning: Toward finding strong pareto optimal policies in multi-agent…: BG Le and VC Ta.

Published in:

Machine Learning, 2025, v. 114, n. 3, p. 1, doi. 10.1007/s10994-024-06700-1

By:

Le, Bang Giang;
Ta, Viet Cuong

Publication type:

Article

SA-CAM: Semantic-aware visual explanations for deep convolutional networks.

Published in:

Machine Learning, 2025, v. 114, n. 3, p. 1, doi. 10.1007/s10994-024-06688-8

By:

Yu, Anni;
Zhang, Qing-Long;
Rao, Lu;
Yang, Yu-Bin

Publication type:

Article

Towards efficient pareto-optimal utility-fairness between groups in repeated rankings.

Published in:

Machine Learning, 2025, v. 114, n. 3, p. 1, doi. 10.1007/s10994-024-06679-9

By:

Dinh, Phuong Mai;
Le, Duc-Trong;
Hoang, Tuan-Anh;
Le, Dung Duy

Publication type:

Article

Sandbox: safeguarded multi-label learning through safe optimal transport.

Published in:

Machine Learning, 2025, v. 114, n. 3, p. 1, doi. 10.1007/s10994-024-06678-w

By:

Zhang, Lefei;
Yu, Geng;
Yao, Jiangchao;
Ong, Yew-soon;
Tsang, Ivor W.;
Kwok, James T.

Publication type:

Article

SketchMLP: effectively utilize rasterized images and drawing sequences for sketch recognition.

Published in:

Machine Learning, 2025, v. 114, n. 3, p. 1, doi. 10.1007/s10994-024-06677-x

By:

Li, Tengjie;
Tu, Shikui;
Xu, Lei

Publication type:

Article

Progressive semantic learning for unsupervised skeleton-based action recognition.

Published in:

Machine Learning, 2025, v. 114, n. 3, p. 1, doi. 10.1007/s10994-024-06667-z

By:

Qin, Hao;
Chen, Luyuan;
Kong, Ming;
Zhao, Zhuoran;
Zeng, Xianzhou;
Lu, Mengxu;
Zhu, Qiang

Publication type:

Article

Semantic-aware contrastive learning via multi-prompt alignment.

Published in:

Machine Learning, 2025, v. 114, n. 3, p. 1, doi. 10.1007/s10994-024-06665-1

By:

Zhao, Zhuoran;
Qin, Hao;
Kong, Ming;
Chen, Luyuan;
Xie, Di;
Zhu, Jiang;
Zhu, Qiang

Publication type:

Article

Synthesizing efficient data with diffusion models for person re-identification pre-training.

Published in:

Machine Learning, 2025, v. 114, n. 3, p. 1, doi. 10.1007/s10994-024-06663-3

By:

Niu, Ke;
Yu, Haiyang;
Qian, Xuelin;
Fu, Teng;
Li, Bin;
Xue, Xiangyang

Publication type:

Article

Adaptive adapter routing for long-tailed class-incremental learning.

Published in:

Machine Learning, 2025, v. 114, n. 3, p. 1, doi. 10.1007/s10994-024-06662-4

By:

Qi, Zhi-Hong;
Zhou, Da-Wei;
Yao, Yiran;
Ye, Han-Jia;
Zhan, De-Chuan

Publication type:

Article

Robust query performance prediction for dense retrievers via adaptive disturbance generation.

Published in:

Machine Learning, 2025, v. 114, n. 3, p. 1, doi. 10.1007/s10994-024-06659-z

By:

Saleminezhad, Abbas;
Arabzadeh, Negar;
Rad, Radin Hamidi;
Beheshti, Soosan;
Bagheri, Ebrahim

Publication type:

Article

PT4Rec: a universal prompt-tuning framework for graph contrastive learning-based recommendations.

Published in:

Machine Learning, 2025, v. 114, n. 3, p. 1, doi. 10.1007/s10994-024-06658-0

By:

Xiao, Wei;
Zhou, Qifeng

Publication type:

Article

Distribution aligned semantics adaption for lifelong person re-identification.

Published in:

Machine Learning, 2025, v. 114, n. 3, p. 1, doi. 10.1007/s10994-024-06657-1

By:

Wang, Qizao;
Qian, Xuelin;
Li, Bin;
Xue, Xiangyang

Publication type:

Article

Dual-view data augmentation at subgraph level and graph contrastive learning for sequential recommendation.

Published in:

Machine Learning, 2025, v. 114, n. 3, p. 1, doi. 10.1007/s10994-024-06656-2

By:

Mu, Caihong;
Yu, Haikun;
Qin, Lang;
Liu, Yi

Publication type:

Article

Accelerated algorithms for convex and non-convex optimization on manifolds.

Published in:

Machine Learning, 2025, v. 114, n. 3, p. 1, doi. 10.1007/s10994-024-06649-1

By:

Lin, Lizhen;
Saparbayeva, Bayan;
Zhang, Michael Minyi;
Dunson, David B.

Publication type:

Article

Interpretable optimisation-based approach for hyper-box classification.

Published in:

Machine Learning, 2025, v. 114, n. 3, p. 1, doi. 10.1007/s10994-024-06643-7

By:

Liapis, Georgios I.;
Tsoka, Sophia;
Papageorgiou, Lazaros G.

Publication type:

Article

Schema-tune: noise-driven bias mitigation in transformer-based language models.

Published in:

Machine Learning, 2025, v. 114, n. 3, p. 1, doi. 10.1007/s10994-024-06670-4

By:

Shokrollahi, Omid;
Penumatcha, Ruthvik;
Ensan, Faezeh;
Noorian, Zeinab

Publication type:

Article

Per-example gradient regularization improves learning signals from noisy data.

Published in:

Machine Learning, 2025, v. 114, n. 3, p. 1, doi. 10.1007/s10994-024-06661-5

By:

Meng, Xuran;
Cao, Yuan;
Zou, Difan

Publication type:

Article

Sparse and smooth additive isotonic model in high-dimensional settings.

Published in:

Machine Learning, 2025, v. 114, n. 3, p. 1, doi. 10.1007/s10994-024-06641-9

By:

Zhang, Jiaqi;
Wang, Yiqin;
Wang, Meng;
Wang, Beilun

Publication type:

Article

A new formulation of Lipschitz constrained with functional gradient learning for GANs.

Published in:

Machine Learning, 2025, v. 114, n. 3, p. 1, doi. 10.1007/s10994-024-06633-9

By:

Wan, Chang;
Fan, Ke;
Sun, Xinwei;
Fu, Yanwei;
Li, Minglu;
Jiang, Yunliang;
Zheng, Zhonglong

Publication type:

Article