Neural combinatorial optimization typically assumes a centralized solver that reads the whole instance. We study the opposite: combinatorial optimization under a hard information horizon, where every node commits to its share of a global solution seeing only its $k$-hop neighborhood, and those commitments must compose...
Johannes F. Loevenich, Thies Moehlenhof, Laurin Holz et al.· 0 citations
Open-ended query generation lacks standard answers, thus necessitating an effective reward mechanism. Pointwise scoring rubrics provide limited information about the relative quality of sample answers under the same prompt; merging multiple rubric judgments into a single score may also mask the differences between thes...
Zi-Hang Shen, Qi Liu, Zi-Xuan Yang et al.· 0 citations
Replay selectors often rank cached trajectories by format feedback, confidence, freshness, or response length, although cache-level correctness and downstream learner utility are distinct objectives. We formalize this selection-to-learning gap and introduce FAER as an auditable full-trajectory replay framework. Its tra...
Miaobo Hu, Shuhao Hu, Xiaobo Guo et al.· 0 citations
The partial area under the receiver operating characteristic curve (pAUC) is an important performance metric for binary classification that summarizes true positive rates within a specific range of false positive rates (FPRs). Classifiers that achieve high pAUC need to be obtained in many real-world applications such a...
Atsutoshi Kumagai, Tomoharu Iwata, Taishi Nishiyama et al.· 0 citations
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Existing approaches to offline goal-conditioned reinforcement learning (GCRL) struggle with long-horizon tasks. Discounting shrinks value differences between distant states until they fall below the function approximation error, leaving the agent with no signal for ranking states. Temporal abstraction, which treats k e...
P. Dutenhefner, Dikshant Shehmar, Wagner Meira et al.· 0 citations
Replication materials accompanying “The marginal value of alternative data in credit screening: Evidence from Chinese digital lending” by Yuan Chen and Jiawei Xu. The package contains instructions for obtaining the source data, environment specifications, data processing and modelling scripts, parameter settings, rando...
Chen Yuan, Xu Jiawei· Zenodo (CERN European Organi...· 0 citations
Replication materials accompanying “The marginal value of alternative data in credit screening: Evidence from Chinese digital lending” by Yuan Chen and Jiawei Xu. The package contains instructions for obtaining the source data, environment specifications, data processing and modelling scripts, parameter settings, rando...
Chen Yuan, Xu Jiawei· Zenodo (CERN European Organi...· 0 citations
Pharmaceutical companies increasingly rely on Medical Science Liaisons (MSLs), which is a structured, science-led process of engagement rather than a sales role, to exchange clinical evidence with specialist healthcare professionals (HCPs). However, few empirical studies have explored the relationship between the perce...
Muhammad Usman, Muhammad Amin· Qlantic Journal of Social Sc...· 0 citations
Social determinants of health interventions can significantly improve health and reduce inequities in sub-Saharan Africa and the need for increased investment in social determinants approaches to achieve health equity is supported.
O. Sanni, A. E. Sanni· Journal of interventional ep...· 0 citations
De-identified data and analysis code for a cross-sectional meta-research study of the methodological quality of health research from Saudi Arabia. A random sample of 385 studies was drawn from all 5,558 PubMed-indexed primary human health studies with at least one Saudi-affiliated author published in 2022. Each study w...
Talal S. Alshihayb, Alhanoof Aburas, Maha Alattas et al.· Zenodo (CERN European Organi...· 0 citations
Dental radiography serves as a crucial tool in clinical diagnosis, treatment planning, and forensic identification. Advances in imaging technologies such as panoramic radiography orthopantomogram (OPG), periapical imaging, and cone-beam computed tomography (CBCT) have significantly enhanced diagnostic capabilities. In...
Nur Nafi'iyah, Rifky Aisyatul Faroh, E. Astuti et al.· Bulletin of Electrical Engin...· 0 citations
Keaktifan siswa merupakan salah satu aspek penting dalam menciptakan pembelajaran IPA yang bermakna. Namun, pembelajaran di kelas masih didominasi oleh aktivitas yang berpusat pada guru sehingga partisipasi siswa belum optimal. Penelitian ini memiliki tujuan menganalisis keaktifan siswa kelas VIII pada pembelajaran Pro...
Alfi Lailia, Hari Wisodo, Ferdi Dwi Sagitha· PENDIPA Journal of Science E...· 0 citations
A machine-learning approach called CheMeleon provides a practical way to develop new drugs or other molecules with much less detailed, expensive experimentation.
Is your company’s AI sovereign? A practical guide for CIOs on AI vendor lock-in, EU Data Act switching, cloud sovereignty, and testing your exit plan before you need it. The post Sovereignty Is the Option to Leave appeared first on GPT-Lab.
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