Seminář Cognitive biases and interpretability of inductively learnt rules KEG
Start: | Thursday 8. Nov 2018, 16:00 |
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End: | Thursday 8. Nov 2018, 17:30 |
Place: | NB 470 |
Contact person: | Vojtěch Svátek |
Tags: | #KEG #doktorandi #seminar #studenti #verejnost #zamestnanci |
This talk will report on investigation of the effect of cognitive biases on human understanding of machine learning models, focusing on inductively learnt rules. We will cover applicable psychological phenomena, possible debiasing techniques, as well considerations for "interpretability bias", which can be embedded into learning algorithms. We will also discuss the relation between inductive biases (machine learning) and cognitive biases (psychology).