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schools. This study explores whether the New Orleans placement algorithm favored students of certain races or socioeconomic …
Persistent link: https://www.econbiz.de/10014464130
A new algorithm for the group minimization problem (GP) is proposed. The algorithm can be broadly described as follows …-known algorithm of Glover, and checked for non-negativity. The first non-negative point is an optimal solution of (GP). Advantages and … disadvantages of the algorithm are discussed; in particular, the implementation of the algorithm (which can be easily extended so as …
Persistent link: https://www.econbiz.de/10013224215
This paper addresses the steep learning curve in Machine Learning faced by noncomputer scientists, particularly social scientists, stemming from the absence of a primer on its fundamental principles. I adopt a pedagogical strategy inspired by the adage "once you understand OLS, you can work your...
Persistent link: https://www.econbiz.de/10014535259
algorithm herself, her equity preference has no effect on the training procedure. So long as the data, however biased, contain … signal, they will be used and the learning algorithm will be the same. Equity preferences alone provide no reason to alter …
Persistent link: https://www.econbiz.de/10013307510
structure is relevant in many applications. We develop the theory underlying optimal menus of non-linear schedules and prove …
Persistent link: https://www.econbiz.de/10012759520
We audit the job recommender algorithms used by four Chinese job boards by creating fictitious applicant profiles that differ only in their gender. Jobs recommended uniquely to the male and female profiles in a pair differ modestly in their observed characteristics, with female jobs advertising...
Persistent link: https://www.econbiz.de/10015050843
We introduce an algorithm for solving dynamic economic models that merges stochastic simulation and projection … support of the ergodic measure roughly uniformly. The proposed algorithm is tractable in problems with high dimensionality …
Persistent link: https://www.econbiz.de/10013098481
volume of data available. Yet comparing the algorithm to the judge proves complicated. First, the data are themselves … set of preferences than the single variable that the algorithm focuses on; for instance, judges may care about racial … well. In addition, by focusing the algorithm on predicting judges' decisions, rather than defendant behavior, we gain some …
Persistent link: https://www.econbiz.de/10012962719
The law forbids discrimination. But the ambiguity of human decision-making often makes it extraordinarily hard for the legal system to know whether anyone has actually discriminated. To understand how algorithms affect discrimination, we must therefore also understand how they affect the problem...
Persistent link: https://www.econbiz.de/10012893120
? (2) Is it reachable through a decentralized algorithm? (3) What welfare properties does it possess? We prove that a … allocation achieved via sequential pairwise trades, but lends only weak support to the dynamic algorithm itself …
Persistent link: https://www.econbiz.de/10013013510