Controlling bias in artificial intelligence
Project that strives to come up with fast, novel algorithms that can solve the bias issue.
ViewFair Distributions from Biased Samples: A Maximum Entropy Optimization Framework
This article explores ways of fixing biased data to make it better resemble real underlying distributions in the population.
ViewBalanced Ranking
Balanced ranking prototype demonstrates that it is possible to be fair while only losing a small amount of value.
ViewNews search
Balanced search is a prototype aimed at demonstrating novel algorithms that can be used for delivering diverse content.
ViewNews Search
Balanced search is a prototype aimed at demonstrating novel algorithms that can be used for delivering diverse content.
ViewOnline Ads
A framework which can serve fair advertisements, + allows the platform to control the fraction of each sensitive-type an advertiser’s ad gets shown to while maximizing its ad revenues.
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