2 papers
cs.LG2026
Fisher-Geometric Sharpness and the Implicit Bias of SGD toward Flat Minima
Md Sakir Ahmed, Kumaresh Sarmah, Hemen Dutta
A widely held intuition in deep learning is that stochastic gradient descent (SGD) implicitly favors flat minima and that flat minima generalize better, but standard Euclidean meas…
eess.IV2024
Disease Classification and Impact of Pretrained Deep Convolution Neural Networks on Diverse Medical Imaging Datasets across Imaging Modalities
Jutika Borah, Kumaresh Sarmah, Hidam Kumarjit Singh
Imaging techniques such as Chest X-rays, whole slide images, and optical coherence tomography serve as the initial screening and detection for a wide variety of medical pulmonary a…