Works matching IS 08856125 AND DT 2024 AND VI 113 AND IP 4

Results: 34

Exploiting sparsity and statistical dependence in multivariate data fusion: an application to misinformation detection for high-impact events.

Published in:

Machine Learning, 2024, v. 113, n. 4, p. 2183, doi. 10.1007/s10994-023-06424-8

By:

Damasceno, Lucas P.;
Rexhepi, Egzona;
Shafer, Allison;
Whitehouse, Ian;
Japkowicz, Nathalie;
Cavalcante, Charles C.;
Corizzo, Roberto;
Boukouvalas, Zois

Publication type:

Article

Textmatcher: cross-attentional neural network to compare image and text.

Published in:

Machine Learning, 2024, v. 113, n. 4, p. 2045, doi. 10.1007/s10994-023-06418-6

By:

Arrigoni, Valentina;
Repele, Luisa;
Saccavino, Dario Marino

Publication type:

Article

Explaining recommendation system using counterfactual textual explanations.

Published in:

Machine Learning, 2024, v. 113, n. 4, p. 1989, doi. 10.1007/s10994-023-06390-1

By:

Ranjbar, Niloofar;
Momtazi, Saeedeh;
Homayoonpour, MohammadMehdi

Publication type:

Article

Hyperparameter importance and optimization of quantum neural networks across small datasets.

Published in:

Machine Learning, 2024, v. 113, n. 4, p. 1941, doi. 10.1007/s10994-023-06389-8

By:

Moussa, Charles;
Patel, Yash J.;
Dunjko, Vedran;
Bäck, Thomas;
van Rijn, Jan N.

Publication type:

Article

Dense subgraphs induced by edge labels.

Published in:

Machine Learning, 2024, v. 113, n. 4, p. 1967, doi. 10.1007/s10994-023-06377-y

By:

Kumpulainen, Iiro;
Tatti, Nikolaj

Publication type:

Article

Natural language inference model for customer advocacy detection in online customer engagement.

Published in:

Machine Learning, 2024, v. 113, n. 4, p. 2249, doi. 10.1007/s10994-023-06476-w

By:

Abu-Salih, Bilal;
Alweshah, Mohammed;
Alazab, Moutaz;
Al-Okaily, Manaf;
Alahmari, Muteeb;
Al-Habashneh, Mohammad;
Al-Sharaeh, Saleh

Publication type:

Article

Temporal graph learning for dynamic link prediction with text in online social networks.

Published in:

Machine Learning, 2024, v. 113, n. 4, p. 2207, doi. 10.1007/s10994-023-06475-x

By:

Dileo, Manuel;
Zignani, Matteo;
Gaito, Sabrina

Publication type:

Article

Fast parameterless prototype-based co-clustering.

Published in:

Machine Learning, 2024, v. 113, n. 4, p. 2153, doi. 10.1007/s10994-023-06474-y

By:

Battaglia, Elena;
Peiretti, Federico;
Pensa, Ruggero G.

Publication type:

Article

Word embeddings for retrieving tabular data from research publications.

Published in:

Machine Learning, 2024, v. 113, n. 4, p. 2227, doi. 10.1007/s10994-023-06472-0

By:

Berenguer, Alberto;
Mazón, Jose-Norberto;
Tomás, David

Publication type:

Article

Forecasting of mobile network traffic and spatio–temporal analysis using modLSTM.

Published in:

Machine Learning, 2024, v. 113, n. 4, p. 2277, doi. 10.1007/s10994-023-06471-1

By:

Aski, Vidyadhar J.;
Chavan, Rugved Sanjay;
Dhaka, Vijaypal Singh;
Rani, Geeta;
Zumpano, Ester;
Vocaturo, Eugenio

Publication type:

Article

Dynamic weighted ensemble for diarrhoea incidence predictions.

Published in:

Machine Learning, 2024, v. 113, n. 4, p. 2129, doi. 10.1007/s10994-023-06465-z

By:

Do, Thanh Duy;
Nguyen, Thuan Dinh;
Ta, Viet Cuong;
Anh, Duong Tran;
Tran Thi, Tuyet-Hanh;
Phan, Diep;
Mai, Son T.

Publication type:

Article

Temporal silhouette: validation of stream clustering robust to concept drift.

Published in:

Machine Learning, 2024, v. 113, n. 4, p. 2067, doi. 10.1007/s10994-023-06462-2

By:

Iglesias Vázquez, Félix;
Zseby, Tanja

Publication type:

Article

Predicting potential real-time donations in YouTube live streaming services via continuous-time dynamic graphs.

Published in:

Machine Learning, 2024, v. 113, n. 4, p. 2093, doi. 10.1007/s10994-023-06449-z

By:

Jin, Ruidong;
Liu, Xin;
Murata, Tsuyoshi

Publication type:

Article

Explainable AI in drug discovery: self-interpretable graph neural network for molecular property prediction using concept whitening.

Published in:

Machine Learning, 2024, v. 113, n. 4, p. 2013, doi. 10.1007/s10994-023-06369-y

By:

Proietti, Michela;
Ragno, Alessio;
Rosa, Biagio La;
Ragno, Rino;
Capobianco, Roberto

Publication type:

Article

Deep multimodal representation learning for generalizable person re-identification.

Published in:

Machine Learning, 2024, v. 113, n. 4, p. 1921, doi. 10.1007/s10994-023-06352-7

By:

Xiang, Suncheng;
Chen, Hao;
Ran, Wei;
Yu, Zefang;
Liu, Ting;
Qian, Dahong;
Fu, Yuzhuo

Publication type:

Article

Towards enabling learnware to handle heterogeneous feature spaces.

Published in:

Machine Learning, 2024, v. 113, n. 4, p. 1839, doi. 10.1007/s10994-022-06245-1

By:

Tan, Peng;
Tan, Zhi-Hao;
Jiang, Yuan;
Zhou, Zhi-Hua

Publication type:

Article

Aligning model outputs for class imbalanced non-IID federated learning.

Published in:

Machine Learning, 2024, v. 113, n. 4, p. 1861, doi. 10.1007/s10994-022-06241-5

By:

Li, Lan;
Zhan, De-chuan;
Li, Xin-chun

Publication type:

Article

Local AdaGrad-type algorithm for stochastic convex-concave optimization.

Published in:

Machine Learning, 2024, v. 113, n. 4, p. 1819, doi. 10.1007/s10994-022-06239-z

By:

Liao, Luofeng;
Shen, Li;
Duan, Jia;
Kolar, Mladen;
Tao, Dacheng

Publication type:

Article

IA-NGM: A bidirectional learning method for neural graph matching with feature fusion.

Published in:

Machine Learning, 2024, v. 113, n. 4, p. 1743, doi. 10.1007/s10994-022-06255-z

By:

Qin, Tianxiang;
Tu, Shikui;
Xu, Lei

Publication type:

Article

Learning state importance for preference-based reinforcement learning.

Published in:

Machine Learning, 2024, v. 113, n. 4, p. 1885, doi. 10.1007/s10994-022-06295-5

By:

Zhang, Guoxi;
Kashima, Hisashi

Publication type:

Article

ProtoSimi: label correction for fine-grained visual categorization.

Published in:

Machine Learning, 2024, v. 113, n. 4, p. 1903, doi. 10.1007/s10994-023-06313-0

By:

Shen, Jialiang;
Yao, Yu;
Huang, Shaoli;
Wang, Zhiyong;
Zhang, Jing;
Wang, Ruxing;
Yu, Jun;
Liu, Tongliang

Publication type:

Article

Partial label learning with emerging new labels.

Published in:

Machine Learning, 2024, v. 113, n. 4, p. 1549, doi. 10.1007/s10994-022-06244-2

By:

Yu, Xiang-Ru;
Wang, Deng-Bao;
Zhang, Min-Ling

Publication type:

Article

Riemannian block SPD coupling manifold and its application to optimal transport.

Published in:

Machine Learning, 2024, v. 113, n. 4, p. 1595, doi. 10.1007/s10994-022-06258-w

By:

Han, Andi;
Mishra, Bamdev;
Jawanpuria, Pratik;
Gao, Junbin

Publication type:

Article

Meta-learning the invariant representation for domain generalization.

Published in:

Machine Learning, 2024, v. 113, n. 4, p. 1661, doi. 10.1007/s10994-022-06256-y

By:

Jia, Chen;
Zhang, Yue

Publication type:

Article

Heterogeneous sets in dimensionality reduction and ensemble learning.

Published in:

Machine Learning, 2024, v. 113, n. 4, p. 1683, doi. 10.1007/s10994-022-06254-0

By:

Reeve, Henry W. J.;
Kabán, Ata;
Bootkrajang, Jakramate

Publication type:

Article

Hitting the target: stopping active learning at the cost-based optimum.

Published in:

Machine Learning, 2024, v. 113, n. 4, p. 1529, doi. 10.1007/s10994-022-06253-1

By:

Pullar-Strecker, Zac;
Dost, Katharina;
Frank, Eibe;
Wicker, Jörg

Publication type:

Article

DIMBA: discretely masked black-box attack in single object tracking.

Published in:

Machine Learning, 2024, v. 113, n. 4, p. 1705, doi. 10.1007/s10994-022-06252-2

By:

Yin, Xiangyu;
Ruan, Wenjie;
Fieldsend, Jonathan

Publication type:

Article

Black-box Bayesian adversarial attack with transferable priors.

Published in:

Machine Learning, 2024, v. 113, n. 4, p. 1511, doi. 10.1007/s10994-022-06251-3

By:

Zhang, Shudong;
Gao, Haichang;
Shu, Chao;
Cao, Xiwen;
Zhou, Yunyi;
He, Jianping

Publication type:

Article

Transfer and share: semi-supervised learning from long-tailed data.

Published in:

Machine Learning, 2024, v. 113, n. 4, p. 1725, doi. 10.1007/s10994-022-06247-z

By:

Wei, Tong;
Liu, Qian-Yu;
Shi, Jiang-Xin;
Tu, Wei-Wei;
Guo, Lan-Zhe

Publication type:

Article

InfoCEVAE: treatment effect estimation with hidden confounding variables matching.

Published in:

Machine Learning, 2024, v. 113, n. 4, p. 1799, doi. 10.1007/s10994-022-06246-0

By:

Harada, Shonosuke;
Kashima, Hisashi

Publication type:

Article

Parametric non-parallel support vector machines for pattern classification.

Published in:

Machine Learning, 2024, v. 113, n. 4, p. 1567, doi. 10.1007/s10994-022-06238-0

By:

Jain, Sambhav;
Rastogi, Reshma

Publication type:

Article

Open-set learning under covariate shift.

Published in:

Machine Learning, 2024, v. 113, n. 4, p. 1643, doi. 10.1007/s10994-022-06237-1

By:

Shao, Jie-Jing;
Yang, Xiao-Wen;
Guo, Lan-Zhe

Publication type:

Article

Towards adaptive unknown authentication for universal domain adaptation by classifier paradox.

Published in:

Machine Learning, 2024, v. 113, n. 4, p. 1623, doi. 10.1007/s10994-022-06236-2

By:

Wang, Yunyun;
Liu, Yao;
Chen, Songcan

Publication type:

Article

3DVerifier: efficient robustness verification for 3D point cloud models.

Published in:

Machine Learning, 2024, v. 113, n. 4, p. 1771, doi. 10.1007/s10994-022-06235-3

By:

Mu, Ronghui;
Ruan, Wenjie;
Marcolino, Leandro S.;
Ni, Qiang

Publication type:

Article