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I present an overview of my research which investigates how models of human behavior can inform the design of new algorithms and interfaces. Specifically, I show how precise, testable computational methods and behavioral experiments can be used to simulate heuristics and bias in human attention and decision making.

Computational Methods for Simulating Biased Agents