[PDF][PDF] Fairness meets machine learning: searching for a better balance

E Semenova, E Perevoshchikova, A Ivanov, M Erofeev - 2019 - publications.hse.ru
To decide whether an accused individual should be eligible for bail or should be held in
custody pending trial, judges review multiple factors. Currently, US judges assess, among other …

Managing AI Within a Digital Density Framework

J Zamora - The Future of Management in an AI World: Redefining …, 2020 - Springer
AI is a new technology that enables organizations to leverage their data to create new value
propositions for customers. Javier Zamora argues that the introduction of AI in any …

Social licence and digital trust in data-driven applications and AI: a problem statement and possible solutions

PG Leonard - Available at SSRN 3261228, 2018 - papers.ssrn.com
‘Social licence’,‘social capital’and ‘social contract’variously describe acting fairly and responsibly,
as well as in compliance with laws; acting “ethically”; and maintaining trust of relevant …

[HTML][HTML] AI and Big Data: A blueprint for a human rights, social and ethical impact assessment

A Mantelero - Computer Law & Security Review, 2018 - Elsevier
… The increasing and granular availability of data about individuals provided by IoT devices
and online services enable private corporations to collect large amounts of data and use this …

Fairmask: Better fairness via model-based rebalancing of protected attributes

K Peng, J Chakraborty… - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
… Reproduction Package : In order to better support open science, all scripts and data used
in this study are available online at https://github.com/anonymous12138/biasmitigation . …

Strategies and future prospects of development of artificial intelligence: world experience

GS Saidakhrarovich… - World Bulletin of …, 2022 - scholarexpress.net
In this article, the author discusses the issue of the concept of artificial intelligence, strategies
for its development in many foreign countries and Uzbekistan. In particular, the conceptual …

Bias in machine learning software: Why? how? what to do?

J Chakraborty, S Majumder, T Menzies - … of the 29th ACM joint meeting …, 2021 - dl.acm.org
… To facilitate open science, the source code and datasets used in this study are all available
online1. … ICSE 2018 and ASE 2019 conducted separate workshops for software fairness [12…

[PDF][PDF] Can we achieve fairness using semi-supervised learning?

J Chakraborty, H Tu, S Majumder… - arXiv preprint arXiv …, 2021 - academia.edu
… ICSE 2018 hosted Fairware, an international workshop on software fairness [17]. ASE 2019
organized another workshop called EXPLAIN to concentrate on ethical issues of AI software […

Regulating the internet of things: discrimination, privacy, and cybersecurity in the artificial intelligence age

CA Tschider - Denv. L. Rev., 2018 - HeinOnline
The field of consumer Internet of Things (IoT) has exploded as business and researchers
have sought to not only develop Internetconnected products but also define the common …

FairBalance: How to Achieve Equalized Odds With Data Pre-processing

Z Yu, J Chakraborty, T Menzies - IEEE Transactions on …, 2024 - ieeexplore.ieee.org
This research seeks to benefit the software engineering society by providing a simple yet
effective pre-processing approach to achieve equalized odds fairness in machine learning …