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sumonbis/README.md

Hi, I'm Sumon 👋

My research interests are in the intersection of software engineering and AI. Currently, I am working on improving fairness and safety of AI systems.

  • 📌 I'm a tenure-track Assistant Professor at Case Western Reserve University, Department of Computer and Data Sciences.
  • 📎 Pronouns: he/him

I'm best reached via email (sumon@case.edu). My homepage.


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  1. MSR19-DataShowcaseMSR19-DataShowcasePublic

    This repository contains all the resources related to the MSR 2019 Data Showcase submission. The project is on creating a Github dataset that includes hundreds of Python repository metadata and ASTs.

    1

  2. ML-FairnessML-FairnessPublic

    The repository contains code and data for the paper https://github.com/sumonbis/ML-Fairness/blob/master/ml-fairness.pdf, to be appeared at ESEC/FSE 2020.

    Python 8

  3. FairPreprocessingFairPreprocessingPublic

    This repository contains the artifacts accompanied by the paper "Fair Preprocessing"

    Python 13 2

  4. FairifyFairifyPublic

    This repository contains the replication package for ICSE'22 paper on fairness verification of neural networks.

    Python 5 7

  5. Fair-AutoMLFair-AutoMLPublic

    Forked from giangnm58/Fair-AutoML

    Python 1

  6. DS-PipelineDS-PipelinePublic

    This repository contains the source code and data used for the ICSE'22 paper on Data Science Pipeline.

    Python 8 2