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Joshua C. Peterson

2 accepted papers

2019

Cognitive model priors for predicting human decisions

ICML 2019oral

Human decision-making underlies all economic behavior. For the past four decades, human decision-making under uncertainty has continued to be explained by theoretical models based on prospect theory, a framework that was awarded the Nobel Prize in Economic Sciences. However, theoretical models of th…

Cited by 127SourcePDFScholar
2019

Human Uncertainty Makes Classification More Robust

ICCV 2019poster

The classification performance of deep neural networks has begun to asymptote at near-perfect levels. However, their ability to generalize outside the training set and their robustness to adversarial attacks have not. In this paper, we make progress on this problem by training with full label distri…

Cited by 388PDFcodeScholar