2 papers
math.PR2019
From the Bernoulli Factory to a Dice Enterprise via Perfect Sampling of Markov Chains
Giulio Morina, Krzysztof Latuszynski, Piotr Nayar +1
Given a -coin that lands heads with unknown probability , we wish to produce an -coin for a given function . This problem is commonly known…
cs.LG2019
Auditing and Achieving Intersectional Fairness in Classification Problems
Giulio Morina, Viktoriia Oliinyk, Julian Waton +2
Machine learning algorithms are extensively used to make increasingly more consequential decisions about people, so achieving optimal predictive performance can no longer be the on…