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Author

V. Yadav

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Open access Sep 2026

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

This study proposes an attentive dual-branch CNN–Transformer framework intended to learn representations that remain informative with respect to heterogeneity in histopathological data that represents a trade-off between prediction performance and computational costs.

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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