Article

Inverting cognitive models with neural networks to infer preferences from fixations

2023-12-14

Abstract excerpt

<p>Inferring an individual’s preferences from their observable behavior is a key step in the development of assistive decision-making technology. Although machine learning models such as neural networks could in principle be deployed toward this inference, a large amount of data is required to train such models. Here, we present an approach in which a cognitive model generates simulated data to augment limited hum...

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Literature Corpus work: b23c70dc-99c4-597d-9dc0-7d8bcaefb6b2
DOI: 10.31234/osf.io/zp2fc

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