[PDF][PDF] Fairness meets machine learning: searching for a better balance
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 …
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 …
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 …
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 …
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 . …
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 …
for its development in many foreign countries and Uzbekistan. In particular, the conceptual …
Bias in machine learning software: Why? how? what to do?
… 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…
online1. … ICSE 2018 and ASE 2019 conducted separate workshops for software fairness [12…
[PDF][PDF] Can we achieve fairness using semi-supervised learning?
… 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 […
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 …
have sought to not only develop Internetconnected products but also define the common …
FairBalance: How to Achieve Equalized Odds With Data Pre-processing
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 …
effective pre-processing approach to achieve equalized odds fairness in machine learning …