Fair algorithms for selecting citizens' assemblies
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 …
participation in which a panel of randomly selected constituents contributes to questions of …
Crowds can effectively identify misinformation at scale
Identifying successful approaches for reducing the belief and spread of online
misinformation is of great importance. Social media companies currently rely largely on …
misinformation is of great importance. Social media companies currently rely largely on …
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 …
Is sortition both representative and fair?
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 …
arguments in favor of sortition are that it provides representation (a random panel reflects the …
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 …
Manipulation-robust selection of citizens' assemblies
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 …
one key property of these algorithms has not yet been studied: their manipulability. Strategic …
Fair sortition made transparent
Sortition is an age-old democratic paradigm, widely manifested today through the random
selection of citizens' assemblies. Recently-deployed algorithms select assemblies\textit …
selection of citizens' assemblies. Recently-deployed algorithms select assemblies\textit …
The distortion of binomial voting defies expectation
In computational social choice, the distortion of a voting rule quantifies the degree to which
the rule overcomes limited preference information to select a socially desirable outcome …
the rule overcomes limited preference information to select a socially desirable outcome …
Now we're talking: Better deliberation groups through submodular optimization
Citizens' assemblies are groups of randomly selected constituents who are tasked with
providing recommendations on policy questions. Assembly members form their …
providing recommendations on policy questions. Assembly members form their …
Differentially private condorcet voting
Designing private voting rules is an important and pressing problem for trustworthy
democracy. In this paper, under the framework of differential privacy, we propose a novel …
democracy. In this paper, under the framework of differential privacy, we propose a novel …