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Sponsored Artificial Intelligence: A Modern Approach, Global Edition Artificial Intelligence: A Modern Approach, Global Edition

Author

V. Yadav

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Open access Sep 2026

Attentive Dual-Branch CNN–Transformer Fusion for Cross-Dataset Breast Histopathology Classification

In general, breast histopathology classifiers exhibit significant performance degradation when applied to images acquired using different staining protocols, magnification rates, scanner equipment, or institutional environments. This study proposes an attentive dual-branch CNN–Transformer framework intended to learn re...

M. Jain, V. Yadav, Anu Chaudhary · 0 citations
Open access Sep 2026

Uncertainty-Aware Machine Learning for Reliable Decision-Making in Data-Driven Systems

An uncertainty-aware machine learning framework that integrates probabilistic modeling techniques into conventional predictive architectures to jointly estimate epistemic and aleatoric uncertainty is proposed, indicating that incorporating uncertainty estimation enhances trustworthiness and robustness without sacrifici...

Evi Yulianingsih, E. Noche, V. Yadav et al. · 0 citations

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