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Department of Computer Science and Technology

Botty Dimanov

  • PhD Student
  • This person is no longer active in the department.

Research

If you are working in any of the following areas, reach out:

  • Explainable AI
  • Out-of-distribution Detection
  • Concept-based Explanations

Themes

Publications

Conference proceedings

  • Dimanov, B., Bhatt, U., Jamnik, M. and Weller, A., 2020. You shouldn’t trust me: Learning models which conceal unfairness from multiple explanation methods. Frontiers in Artificial Intelligence and Applications: ECAI 2020,
    Doi: 10.3233/FAIA200380
    •
  • Kazhdan, D., Dimanov, B., Jamnik, M., Lio, P. and Weller, A., Now You See Me (CME): Concept-based Model Extraction

    • Theses / dissertations

  • Dimanov, B., Interpretable Deep Learning: Beyond Feature-Importance with Concept-based Explanations

    • Contact Details

    Email: 

    btd26@cam.ac.uk

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    Department of Computer Science and Technology
    University of Cambridge
    William Gates Building
    15 JJ Thomson Avenue
    Cambridge
    CB3 0FD

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