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Xinwei Deng

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
2022

Tight Mutual Information Estimation With Contrastive Fenchel-Legendre Optimization

NeurIPS 2022accept

Successful applications of InfoNCE (Information Noise-Contrastive Estimation) and its variants have popularized the use of contrastive variational mutual information (MI) estimators in machine learning . While featuring superior stability, these estimators crucially depend on costly large-batch trai…