Machine Learning Methods

Core algorithms, techniques, and model architectures in machine learning and AI.

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368,282Articles

Articles published on Machine Learning Methods

368,282 results

29 Jan 2026|10.3847/1538-4365/ad5558

LADDER: Revisiting the Cosmic Distance Ladder with Deep Learning Approaches and Exploring its Applications

Rahul Shah; Soumadeep Saha; Purba Mukherjee; Utpal Garain; Supratik Pal2024·arXiv Preprint

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10 Jan 2026|https://doi.org/10.1073/pnas.2406331121

3D electron microscopy for analyzing nanoparticles in the tumor endothelium

Computer Science

Stefan M. Mladjenovic; Ishaan Singh Chandok; A. Darbandi; Luan N. Nguyen; Benjamin Stordy; Mei Zhen; Warren C. W. Chan2024·Proceedings of the National Academy of SciencesTier 1

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7 Apr 2026|10.1016/j.tics.2023.12.006

A synergetic turn in cognitive neuroscience of brain diseases

Agustín Ibáñez; Morten L. Kringelbach; Gustavo Deco2024·Trends in Cognitive Sciences

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7 Apr 2026|10.1109/tpami.2024.3350004

Face Generation and Editing With StyleGAN: A Survey

Andrew Melnik; Maksim Miasayedzenkau; Dzianis Makaravets et al.2024·IEEE Transactions on Pattern Analysis and Machine Intelligence

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7 Apr 2026|10.1109/cvpr52733.2024.01812

Single-Model and Any-Modality for Video Object Tracking

Zongwei Wu; Jilai Zheng; Xiangxuan Ren et al.2024

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3 Apr 2026|10.1016/j.eneco.2024.107410

A carbon tax versus clean subsidies: Optimal and suboptimal policies for the clean transition

Anthony Wiskich2024·Energy EconomicsTier 1

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10 Jan 2026|10.1145/3673038.3673148

PANDORA: A Parallel Dendrogram Construction Algorithm for Single Linkage Clustering on GPU

Piyush Sao; Andrey Prokopenko; Damien Lebrun-Grandié2024·arXiv Preprint

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10 Jan 2026|10.3390/nu16234213

Using Machine Learning to Fight Child Acute Malnutrition and Predict Weight Gain During Outpatient Treatment with a Simplified Combined Protocol.

Sánchez-Martínez; Luis Javier; Charle-Cuéllar; Pilar; Gado + 4 more2024·NutrientsTier 1

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9 Jan 2026|arxiv:2410.11532

A Firm Link: Overall, Between- and Within-Firm Inequality Through the Lens of a Sorting Model

Paweł Gola; Yuejun Zhao2024·arXiv Preprint

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13 Jan 2026|10.1038/s41598-024-79123-6

Identification of novel ABCB4 variants and genotype-phenotype correlation in progressive familial intrahepatic cholestasis type 3.

Wang; Senyan; Liu; Qi; Sun + 4 more2024·Scientific reportsTier 2

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10 Jan 2026|https://doi.org/10.1038/s41467-024-48415-w

Highest fusion performance without harmful edge energy bursts in tokamak

Engineering

S.K. Kim; Ricardo Shousha; S.M. Yang; Qiming Hu; S.H. Hahn; Azarakhsh Jalalvand; JK Park; N.C. Logan; A. Nelson; Yong-Su Na; R. Nazikian; R.S. Wilcox; R. Hong; T.L. Rhodes; C. Paz-Soldan; Y.M. Jeon; Minwoo Kim; W.H. Ko; J. H. Lee; A. Battey; G. Yu; A. Bortolon; J. Snipes; Egemen Kolemen2024·Nature CommunicationsTier 1

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25 Feb 2026|arxiv:2402.15991

$C^3$: Confidence Calibration Model Cascade for Inference-Efficient Cross-Lingual Natural Language Understanding

Taixi Lu; Haoyu Wang; Huajie Shao; Jing Gao; Huaxiu Yao2024·arXiv Preprint

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7 Apr 2026|10.3389/fmed.2024.1380148

Evaluation of large language models as a diagnostic aid for complex medical cases

Alejandro Ríos-Hoyo; Naing Lin Shan; Anran Li et al.2024·Frontiers in MedicineTier 2

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26 Feb 2026|arxiv:2402.17237

MVAM: Multi-View Attention Method for Fine-grained Image-Text Matching

Wanqing Cui; Rui Cheng; Jiafeng Guo; Xueqi Cheng2024·arXiv Preprint