Search Results for author: Akshit Srivastava

Found 2 papers, 0 papers with code

INSITE: labelling medical images using submodular functions and semi-supervised data programming

no code implementations11 Feb 2024 Akshat Gautam, Anurag Shandilya, Akshit Srivastava, Venkatapathy Subramanian, Ganesh Ramakrishnan, Kshitij Jadhav

We demonstrate that informed subset selection followed by semi-supervised data programming methods using these images as exemplars perform better than other state-of-the-art semi-supervised methods.

DIAGNOSE: Avoiding Out-of-distribution Data using Submodular Information Measures

no code implementations4 Oct 2022 Suraj Kothawade, Akshit Srivastava, Venkat Iyer, Ganesh Ramakrishnan, Rishabh Iyer

Avoiding out-of-distribution (OOD) data is critical for training supervised machine learning models in the medical imaging domain.

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