Search Results for author: Jussi Jokinen

Found 2 papers, 2 papers with code

Human Strategic Steering Improves Performance of Interactive Optimization

1 code implementation4 May 2020 Fabio Colella, Pedram Daee, Jussi Jokinen, Antti Oulasvirta, Samuel Kaski

To verify this hypothesis, that humans steer and are able to improve performance by steering, we designed a function optimization task where a human and an optimization algorithm collaborate to find the maximum of a 1-dimensional function.

Recommendation Systems

Probabilistic Formulation of the Take The Best Heuristic

1 code implementation1 Nov 2019 Tomi Peltola, Jussi Jokinen, Samuel Kaski

The strengths of the probabilistic formulation, in addition to providing a bounded rational account of the learning of the heuristic, include natural extensibility with additional cognitively plausible constraints and prior information, and the possibility to embed the heuristic as a subpart of a larger probabilistic model.

Decision Making

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