[CODATA-international] ICTP Workshop on Ethical and Societal Challenges of Machine Learning | 7-11 November
anup kumar das
anupdas2072 at gmail.com
Thu Oct 6 03:38:12 EDT 2022
*Ethical and Societal Challenges of Machine Learning*
7-11 November 2022
An ICTP Virtual Meeting, Trieste, Italy
*Online Application <http://indico.ictp.it/event/9839/> | Further Details
<https://indico.ictp.it/event/9839/material/poster/0.pdf>
<http://indico.ictp.it/event/9839/>*
Deadline: 27 October 2022
>From helping farmers adapt to climate change to predicting disease
outbreaks, scientists in developing countries have begun turning to ML for
more effective solutions. With this potential, however, comes the
possibility for abuse, misuse, and unintended consequences.
*Topics*
- Embedding Ethics Education in Machine Learning: case studies from
various parts of the world that demonstrate the need for a wider
perspective on ML ethical challenges.
- Big data, privacy and democracy: ethical questions linked with big
data exploitation, privacy and the dangers for democracy.
- Machine Learning, bias and fairness: problems of ML amplified bias,
and some of the possible solutions.
- Diversity in ML: causes and impact of this lack of diversity, and some
of the success stories that demonstrate how diverse teams are more
successful.
- Impact of new technologies: impacts of novel technologies like TinyML
and global satellite-enabled internet services, especially on people in
least developed countries.
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