TARU PUBLICATIONS
Author

Anita Chaware

Department of Computer Science, SNDT Women’s University, Juhu Campus, Mumbai, Maharashtra, 400049, India

Published papers
2
Citations
0
Views
113
Downloads
94

Publications

2 papers
Open Access Research Article·pp. 3143–3151·Vol. 47, Issue 9-ASep 2026

Entropy evolution in multilingual transformer models : An information-theoretic perspective

Arti Bansode, Anita Chaware

Published Online: 30 Sep 2026DOI: 10.47974/JIOS-2353

In this paper: Entropy is used to quantify uncertainty in probabilistic representations. Hence, studying how uncertainty evolves across layers in LLMs can help us understand how these models process different langua...

AbstractReferencesFull Text PDF (750 KB)Views: 54Downloads: 46Citations: 0
Open Access Research Article·pp. 3153–3166·Vol. 47, Issue 9-ASep 2026

Transfer learning as a regularized optimization : A mathematical and experimental model for medical image classification

Manasi Ghule, Anita Chaware

Published Online: 30 Sep 2026DOI: 10.47974/JIOS-2355

In this paper: Transfer learning has emerged as a pivotal technique for biomedical image classification, where labeled data is limited and computation cost of model training is very high. By leveraging pre-trained n...

AbstractReferencesFull Text PDF (596 KB)Views: 59Downloads: 48Citations: 0