Sumon Biswas | DeepAI

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Featured Co-authors

Hridesh Rajan
25 publications
Giang Nguyen
16 publications
Rangeet Pan
10 publications
Breno Dantas Cruz
5 publications
Mohammad Wardat
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Mohna Chakraborty
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Usman Gohar
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∙ 06/15/2023

Fix Fairness, Don't Ruin Accuracy: Performance Aware Fairness Repair using AutoML

Machine learning (ML) is increasingly being used in critical decision-ma...

0 Giang Nguyen, et al. ∙

∙ 12/08/2022

Fairify: Fairness Verification of Neural Networks

Fairness of machine learning (ML) software has become a major concern in...

0 Sumon Biswas, et al. ∙

∙ 12/08/2022

Towards Understanding Fairness and its Composition in Ensemble Machine Learning

Machine Learning (ML) software has been widely adopted in modern society...

0 Usman Gohar, et al. ∙

∙ 11/30/2022

An Empirical Study on the Bugs Found while Reusing Pre-trained Natural Language Processing Models

In NLP, reusing pre-trained models instead of training from scratch has ...

0 Rangeet Pan, et al. ∙

∙ 12/02/2021

The Art and Practice of Data Science Pipelines: A Comprehensive Study of Data Science Pipelines In Theory, In-The-Small, and In-The-Large

Increasingly larger number of software systems today are including data ...

0 Sumon Biswas, et al. ∙

∙ 05/21/2020

Do the Machine Learning Models on a Crowd Sourced Platform Exhibit Bias? An Empirical Study on Model Fairness

Machine learning models are increasingly being used in important decisio...

0 Sumon Biswas, et al. ∙

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