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Author

Mayank Sharma

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Open access Oct 2026

Explainable hybrid deep learning framework for air quality index prediction in Indian cities

Air pollution constitutes one of the most pressing environmental and public health crises of the twenty-first century, disproportionately affecting rapidly urbanising nations such as India. Accurate prediction of the Air Quality Index (AQI) is essential for enabling timely hospital preparedness, school-closure decision...

Priyal Singhal, P. Saurabh, Mayank Sharma et al. · 0 citations
Preprint Aug 2026

Logit-Origin Centering for Singleton Test-Time Adaptation

This paper argues that singleton tabular FTTA is not merely a small-batch variant of ordinary FTTA, but a distinct identifiability problem where only the location of the model's score stream remains directly observable, and proposes Prequential Logit-Origin Centering (PLOC), a lightweight approach that keeps the source...

Mayank Sharma, Rohit Kumar Mourya, Pratik Mazumder · 0 citations

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