The forgotten margins of AI ethics
How has recent AI Ethics literature addressed topics such as fairness and justice in the
context of continued social and structural power asymmetries? We trace both the historical …
context of continued social and structural power asymmetries? We trace both the historical …
Fairly adaptive negative sampling for recommendations
Pairwise learning strategies are prevalent for optimizing recommendation models on implicit
feedback data, which usually learns user preference by discriminating between positive (ie …
feedback data, which usually learns user preference by discriminating between positive (ie …
Algorithmic fairness datasets: the story so far
Data-driven algorithms are studied and deployed in diverse domains to support critical
decisions, directly impacting people's well-being. As a result, a growing community of …
decisions, directly impacting people's well-being. As a result, a growing community of …
Tackling documentation debt: a survey on algorithmic fairness datasets
A growing community of researchers has been investigating the equity of algorithms,
advancing the understanding of risks and opportunities of automated decision-making for …
advancing the understanding of risks and opportunities of automated decision-making for …
Legal perspective on possible fairness measures–a legal discussion using the example of hiring decisions
With the increasing use of AI in algorithmic decision making (eg based on neural networks),
the question arises how bias can be excluded or mitigated. There are some promising …
the question arises how bias can be excluded or mitigated. There are some promising …
[PDF][PDF] Modeling considerations for quantitative social science research using social media data
In 2019, a group of computer and social scientists began a project to 'converge'the two
disciplines, with the aim of harnessing data from social media to improve our understanding …
disciplines, with the aim of harnessing data from social media to improve our understanding …
Algorithmic Fairness Datasets: Curation, Selection, and Applications
A Fabris - 2023 - research.unipd.it
Questa tesi supporta la misurazione dell'equità algoritmica da una prospettiva incentrata sui
dati. In primo luogo, affrontiamo il problema della selezione dei dataset, evidenziando le …
dati. In primo luogo, affrontiamo il problema della selezione dei dataset, evidenziando le …