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sumonbis/README.md

Hi, I'm Sumon 👋

I'm a computer science researcher. My research interests are in the intersection of software engineering and AI. Currently, I am working on improving fairness of machine learning models.

  • 📌 I am a Postdoctoral Researcher at Carnegie Mellon University.
  • 🎓 I received Ph.D. in computer science from Iowa State University.
  • 🌱 Developing techniques that increase dependability of AI-enabled software systems.
  • 📎 Pronouns: he/him

I'm best reached via email (sumonb@cs.cmu.edu). I'm always open to interesting conversations and collaboration. My homepage.

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Pinned

  1. MSR19-DataShowcase MSR19-DataShowcase Public

    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-Fairness ML-Fairness Public

    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 6

  3. FairPreprocessing FairPreprocessing Public

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

    Python 12 2

  4. Fairify Fairify Public

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

    Python 2 4

  5. Fair-AutoML Fair-AutoML Public

    Forked from giangnm58/Fair-AutoML

    Python

  6. DS-Pipeline DS-Pipeline Public

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

    Python 8 2