Author

Chitrak Banerjee

Bristol-Myers Squibb (United States)ORCID 0000-0001-9809-2270Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Bioinformatics· 1 Systems Biology· 1

Signature Assays, Organisms & Methods

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Approach:statistical model· 2 Research Focus:benchmarking· 1 Assay:bulk RNA-seq· 1 Approach:contrastive learning· 1 Research Focus:differential expression· 1 Assay:metagenomics· 1 Research Focus:software / tool· 1

Frequent Co-Authors

Erina PauliD· 2 shared Himel MallickiD· 2 shared Piyali BasakiD· 2 shared Arinjita BhattacharyyaiD· 1 shared Jialin Gao· 1 shared Saptarshi RoyiD· 1 shared Sreya SarkariD· 1 shared Suvo ChatterjeeiD· 1 shared

Activity by Year

2025-2026 · peak 1/yr

Co-Author Collaboration Network

9 top collaborators · 28 mutual co-author links

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2 shared papersSystems Biology

Erina PaulORCID

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2 papers

Recent·Most cited

Conformalized Multiview Learning

Saptarshi Roy, Sreya Sarkar, Chitrak Banerjee, Erina Paul, Piyali Basak, Himel Mallick

This paper introduces Coracle, a conformalized framework for multimodal AI that provides valid uncertainty estimates, outperforming existing methods in uncertainty estimation and calibration.

bioRxiv · Jan 24, 2026 · PreprintSystems Biology

Repurposing without Reinventing the Wheel - Ensemble Models for Differential Analysis

Suvo Chatterjee, Erina Paul, Ziyu Liu, Jialin Gao, Piyali Basak, Arinjita Bhattacharyya, Chitrak Banerjee, Himel Mallick

The paper introduces an ensemble framework for differential analysis that combines multiple models to improve performance across various omics data types.

bioRxiv · Apr 7, 2025 · PreprintBioinformatics