32-G449 (Kiva)

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Structure, Randomness and Universality

32-G449 (Kiva) , United States

What is the minimum possible number of vertices of a graph that contains every k-vertex graph as an induced subgraph? What is the minimum possible number of edges in a graph that contains every k-vertex graph with maximum degree 3 as a subgraph? These questions and related one were initiated by Rado in the 60s,…

Towards a Theory of Fairness in Machine Learning

32-G449 (Kiva) , United States

Abstract:  Algorithm design has moved from being a tool used exclusively for designing systems to one used to present people with personalized content, advertisements, and other economic opportunities. Massive amounts of information is recorded about people's online behavior including the websites they visit, the advertisements they click on, their search history, and their IP address. Algorithms then use this information…


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