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Home/Authors/Piotr Frydrych

Piotr Frydrych

1 indexed paper

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26

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ML×1General Economics×1Stats ML×1

Research Timeline

2026
Worker Utility as Hysteresis: A Preisach Model of Transaction Acceptance in Gig Labour Markets

The paper models latent worker preferences in gig labor markets using the Preisach hysteresis model, demonstrating that predicting acceptance rates can simultaneously reduce labor costs and increase service fill rates.

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Papers

cs.LGecon.GNstat.MLRecentJun 3, 2026

Worker Utility as Hysteresis: A Preisach Model of Transaction Acceptance in Gig Labour Markets

Piotr Frydrych

The paper models latent worker preferences in gig labor markets using the Preisach hysteresis model, demonstrating that predicting acceptance rates can simultaneously reduce labor costs and increase s…

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