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Proceedings of Machine Learning Research

Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research
Proceedings of Machine Learning Research
PMLR · 2026-05-29 · via Proceedings of Machine Learning Research

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Volume 310: Reliable and Trustworthy Artificial Intelligence, 12 December 2025, Multiple

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Editors: Hoang D. Nguyen, Duc-Trong Le, Johanna Björklund, Xuan-Son Vu

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Preface

; Reliable and Trustworthy Artificial Intelligence 2025, PMLR 310:v-vi

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Reinforcement Learning in Online Advertising: Challenges, Prospects, and Trust

Jingwen Cai, Johanna Björklund; Reliable and Trustworthy Artificial Intelligence 2025, PMLR 310:1-10

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AIQTrees: A Drone Imagery Dataset for Tree Segmentation

Joseph Chai, Alex To, Barry O’Sullivan, Hoang D. Nguyen; Reliable and Trustworthy Artificial Intelligence 2025, PMLR 310:11-18

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Bridging Human Cognition and AI: Enhancing Transparency and Explainability with Hierarchical Conceptual Graphs and the Knowing Protocol

Klas Ehnemark; Reliable and Trustworthy Artificial Intelligence 2025, PMLR 310:19-23

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A lightweight and reliable framework toward real-time student engagement predictions in learning analytics

Long Hoang, George Shorten, Barry O’Sullivan, Hoang D. Nguyen; Reliable and Trustworthy Artificial Intelligence 2025, PMLR 310:24-33

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Trustworthiness in Multi-Agent UAV Systems: A Scoping Review

Mai Le, Rosane Minghim, Barry O’Sullivan, Hoang D. Nguyen; Reliable and Trustworthy Artificial Intelligence 2025, PMLR 310:34-44

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Comparing Genetic Algorithms and Principal Component Analysis in Reducing Feature Dimensionality

Aiman Naeem, Muhammad Farhan Khan, Saeid Rezaei, Adeel Iqbal, Muhammad Sohail, Munsif Jatoi, Atif Shakeel; Reliable and Trustworthy Artificial Intelligence 2025, PMLR 310:45-58

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Reliable Cultural Knowledge Preservation in Multilingual LLMs through Model Merging

Hoang Quan Nguyen, Nhut Huy Pham, Maziyar Pahani, Johanna Björklund, Xuan-Son Vu; Reliable and Trustworthy Artificial Intelligence 2025, PMLR 310:59-66

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Recurrence Analysis of Integrally Private Support Vector Machine

Ayush K. Varshney, Vicenç Torra; Reliable and Trustworthy Artificial Intelligence 2025, PMLR 310:67-72

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Reliable-Data-Split (RDS): Maximizing Model Potential with Reinforced Selection Strategy

Hoang D. Nguyen, Xuan-Son Vu, Quoc-Tuan Truong, Duc-Trong Le; Reliable and Trustworthy Artificial Intelligence 2025, PMLR 310:73-89

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Improving Continual Learning Robustness in Medical Imaging via Illumination Adaptive Transformer

Thanh-Ngoc Phan, Quynh-Trang Thi Pham, Duc-Trong Le; Reliable and Trustworthy Artificial Intelligence 2025, PMLR 310:90-101

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Towards a SAFETY-AI framework for Healthcare Education

Kinza Salim, Vanita Kouomogne Nana, Mark T. Marshall, Hoang D. Nguyen; Reliable and Trustworthy Artificial Intelligence 2025, PMLR 310:102-114

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