Author

Ramis Akhmedov

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#artificial intelligence Preprint Nov 2026

Trust Responsive Runtime Authorization for Agentic AI with Empirical Characterization of Policy Behavior and Parameter Sensitivity

The Trust Responsive Authorization Policy is empirically characterized, which maps an Authorization Readiness Score (ARS), a weighted combination of runtime trust, operational stability, and contextual risk, onto discrete authorization levels through an asymmetric rule: escalation requires consecutive observations abov...

Ahsan Habib Shihab, Imre Felde, Ramis Akhmedov et al. · 0 citations

Review Open access Sep 2026

FEW-SHOT IMAGE CLASSIFICATION: A SURVEY

Few-shot image classification (FSIC) addresses image recognition when only a few labeled examples are available for each novel class. This survey reviews five major FSIC method families: meta-learning, transfer learning, data augmentation, attribute-based methods, and vision-language model adaptation. The $N$-way $K$-s...

A. Daneshpour, Stefan Bucz, D. Jantassova et al. · Eurasian journal of mathemat... · 0 citations