A generalized Bayesian framework for maximizing information gain and model selection

• Prem Jagadeesan,

  Roles Conceptualization, Data curation, Formal analysis, Investigation, Methodology, Validation, Visualization, Writing – original draft, Writing – review & editing

  Affiliations Department of Chemical Engineering, Indian Institute of Technology (IIT) Madras, Chennai, India, Robert Bosch Centre for Data Science and Artificial Intelligence (RBCDSAI), IIT Madras, Chennai, India, Centre for Integrative Biology and Systems mEdicine (IBSE), Wadhwani School of Data Science and AI (WSAI), IIT Madras, Chennai, India

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• Karthik Raman ,

  Roles Conceptualization, Data curation, Formal analysis, Funding acquisition, Methodology, Supervision, Validation, Writing – review & editing

  * E-mail: kraman@iitm.ac.in (KR); arunkt@iitm.ac.in (AKT)

  Affiliations Centre for Integrative Biology and Systems mEdicine (IBSE), Wadhwani School of Data Science and AI (WSAI), IIT Madras, Chennai, India, Department of Data Science and AI, Wadhwani School of Data Science and AI (WSAI), IIT Madras, Chennai, India

  https://orcid.org/0000-0002-9311-7093

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• Arun K. Tangirala

  Roles Conceptualization, Data curation, Formal analysis, Funding acquisition, Methodology, Project administration, Supervision, Validation, Writing – review & editing

  * E-mail: kraman@iitm.ac.in (KR); arunkt@iitm.ac.in (AKT)

  Affiliations Department of Chemical Engineering, Indian Institute of Technology (IIT) Madras, Chennai, India, Robert Bosch Centre for Data Science and Artificial Intelligence (RBCDSAI), IIT Madras, Chennai, India, Centre for Integrative Biology and Systems mEdicine (IBSE), Wadhwani School of Data Science and AI (WSAI), IIT Madras, Chennai, India

  https://orcid.org/0000-0002-7921-5340

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