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Parantapa Bhattacharya

2 accepted papers

2026

Prediction of Hospital Associated Infections During Continuous Hospital Stays

AAAI 2026technical

The US Centers for Disease Control and Prevention (CDC), in 2019, designated Methicillin-resistant Staphylococcus aureus (MRSA) as a serious antimicrobial resistance threat. The risk of acquiring MRSA and suffering life-threatening consequences due to it remains especially high for hospitalized pati

Cited by 0SourcePDFScholar
2021

Integrated Directional Gradients: Feature Interaction Attribution for Neural NLP Models

ACL 2021long

In this paper, we introduce Integrated Directional Gradients (IDG), a method for attributing importance scores to groups of features, indicating their relevance to the output of a neural network model for a given input. The success of Deep Neural Networks has been attributed to their ability to capt…