Fair algorithms for selecting citizens' assemblies

B Flanigan, P Gölz, A Gupta, B Hennig, AD Procaccia - Nature, 2021 - nature.com
Globally, there has been a recent surge in 'citizens' assemblies', which are a form of civic
participation in which a panel of randomly selected constituents contributes to questions of …

Crowds can effectively identify misinformation at scale

C Martel, J Allen, G Pennycook… - Perspectives on …, 2024 - journals.sagepub.com
Identifying successful approaches for reducing the belief and spread of online
misinformation is of great importance. Social media companies currently rely largely on …

Algorithmic fairness datasets: the story so far

A Fabris, S Messina, G Silvello, GA Susto - Data Mining and Knowledge …, 2022 - Springer
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 …

Tackling documentation debt: a survey on algorithmic fairness datasets

A Fabris, S Messina, G Silvello, GA Susto - Proceedings of the 2nd ACM …, 2022 - dl.acm.org
A growing community of researchers has been investigating the equity of algorithms,
advancing the understanding of risks and opportunities of automated decision-making for …

Is sortition both representative and fair?

S Ebadian, G Kehne, E Micha… - Advances in Neural …, 2022 - proceedings.neurips.cc
Sortition is a form of democracy built on random selection of representatives. Two of the key
arguments in favor of sortition are that it provides representation (a random panel reflects the …

[HTML][HTML] Sortition and its principles: Evaluation of the selection processes of citizens' assemblies

A Gąsiorowska - Journal of Deliberative Democracy, 2023 - delibdemjournal.org
Sortition is sometimes seen as a means of addressing some weaknesses of the electoral
system. Advantages of sortition are related to its three principles—randomness …

Manipulation-robust selection of citizens' assemblies

B Flanigan, J Liang, AD Procaccia… - Proceedings of the AAAI …, 2024 - ojs.aaai.org
Among the recent work on designing algorithms for selecting citizens' assembly participants,
one key property of these algorithms has not yet been studied: their manipulability. Strategic …

Now we're talking: Better deliberation groups through submodular optimization

J Barrett, K Gal, P Gölz, RM Hong… - Proceedings of the AAAI …, 2023 - ojs.aaai.org
Citizens' assemblies are groups of randomly selected constituents who are tasked with
providing recommendations on policy questions. Assembly members form their …

Fair sortition made transparent

B Flanigan, G Kehne… - Advances in Neural …, 2021 - proceedings.neurips.cc
Sortition is an age-old democratic paradigm, widely manifested today through the random
selection of citizens' assemblies. Recently-deployed algorithms select assemblies\textit …

Can a few decide for many? The metric distortion of sortition

I Caragiannis, E Micha, J Peters - arxiv preprint arxiv:2406.02400, 2024 - arxiv.org
Recent works have studied the design of algorithms for selecting representative sortition
panels. However, the most central question remains unaddressed: Do these panels reflect …