Search Results for author: Péter Bayer

Found 2 papers, 1 papers with code

The Shapley Value in Machine Learning

2 code implementations11 Feb 2022 Benedek Rozemberczki, Lauren Watson, Péter Bayer, Hao-Tsung Yang, Olivér Kiss, Sebastian Nilsson, Rik Sarkar

Over the last few years, the Shapley value, a solution concept from cooperative game theory, has found numerous applications in machine learning.

BIG-bench Machine Learning Data Valuation +5

Best-response dynamics in directed network games

no code implementations11 Jan 2021 Péter Bayer, György Kozics, Nóra Gabriella Szőke

It is well known that many simple learning processes converge to a Nash equilibrium if interactions are reciprocal, but this is not true in general for directed networks.

Computer Science and Game Theory Theoretical Economics 91A10 (Primary), 91A43, 91A50 (Secondary)

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