Peter Bayer

@tse-fr.eu

Toulouse School of Economics



              

https://researchid.co/peterbayer
8

Scopus Publications

195

Scholar Citations

5

Scholar h-index

3

Scholar i10-index

Scopus Publications

  • Games and the Treatment Convexity of Cancer
    Péter Bayer and Jeffrey West

    Springer Science and Business Media LLC

  • Best-response dynamics in directed network games
    Péter Bayer, György Kozics, and Nóra Gabriella Szőke

    Elsevier BV

  • A Markovian decision model of adaptive cancer treatment and quality of life
    Péter Bayer, Joel S. Brown, Johan Dubbeldam, and Mark Broom

    Elsevier BV

  • The Shapley Value in Machine Learning


  • Coordination games in cancer
    Péter Bayer, Robert A. Gatenby, Patricia H. McDonald, Derek R. Duckett, Kateřina Staňková, and Joel S. Brown

    Public Library of Science (PLoS)
    We propose a model of cancer initiation and progression where tumor growth is modulated by an evolutionary coordination game. Evolutionary games of cancer are widely used to model frequency-dependent cell interactions with the most studied games being the Prisoner’s Dilemma and public goods games. Coordination games, by their more obscure and less evocative nature, are left understudied, despite the fact that, as we argue, they offer great potential in understanding and treating cancer. In this paper we present the conditions under which coordination games between cancer cells evolve, we propose aspects of cancer that can be modeled as results of coordination games, and explore the ways through which coordination games of cancer can be exploited for therapy.

  • Farsighted manipulation and exploitation in networks
    Péter Bayer, P. Jean-Jacques Herings, and Ronald Peeters

    Elsevier BV

  • Adaptive learning in weighted network games
    Péter Bayer, P. Jean-Jacques Herings, Ronald Peeters, and Frank Thuijsman

    Elsevier BV

  • A two-phenotype model of immune evasion by cancer cells
    Péter Bayer, Joel S. Brown, and Kateřina Staňková

    Elsevier BV

RECENT SCHOLAR PUBLICATIONS

  • Best-response dynamics in directed network games
    P Bayer, G Kozics, NG Szőke
    Journal of Economic Theory, 105720 2023

  • Evolutionarily stable networks
    P Bayer
    TSE Working Paper 2023

  • Games and the treatment convexity of cancer
    P Bayer, J West
    Dynamic Games and Applications 13, 1088–1105 2023

  • A Markovian decision model of adaptive cancer treatment and quality of life
    P Bayer, JS Brown, J Dubbeldam, M Broom
    Journal of Theoretical Biology 551, 111237 2022

  • The shapley value in machine learning
    B Rozemberczki, L Watson, P Bayer, HT Yang, O Kiss, S Nilsson, ...
    Proceedings of the Thirty-First International Joint Conference on Artificial 2022

  • Coordination games in cancer
    P Bayer, RA Gatenby, PH McDonald, DR Duckett, K Staňkov, JS Brown
    PLoS One 17 (1), e0261578 2022

  • Farsighted manipulation and exploitation in networks
    P Bayer, PJJ Herings, R Peeters
    Journal of Economic Theory 196, 105311 2021

  • Optimism leads to optimality: Ambiguity in network formation
    P Bayer, A Guerdjikova
    2020

  • Adaptive learning in weighted network games
    P Bayer, PJJ Herings, R Peeters, F Thuijsman
    Journal of Economic Dynamics and Control 105, 250-264 2019

  • Public goods games on networks and in tumors
    P Bayer
    2019

  • A two-phenotype model of immune evasion by cancer cells
    P Bayer, JS Brown, K Staňkov
    Journal of theoretical biology 455, 191-204 2018

MOST CITED SCHOLAR PUBLICATIONS

  • The shapley value in machine learning
    B Rozemberczki, L Watson, P Bayer, HT Yang, O Kiss, S Nilsson, ...
    Proceedings of the Thirty-First International Joint Conference on Artificial 2022
    Citations: 132

  • Coordination games in cancer
    P Bayer, RA Gatenby, PH McDonald, DR Duckett, K Staňkov, JS Brown
    PLoS One 17 (1), e0261578 2022
    Citations: 20

  • A two-phenotype model of immune evasion by cancer cells
    P Bayer, JS Brown, K Staňkov
    Journal of theoretical biology 455, 191-204 2018
    Citations: 15

  • Best-response dynamics in directed network games
    P Bayer, G Kozics, NG Szőke
    Journal of Economic Theory, 105720 2023
    Citations: 8

  • Adaptive learning in weighted network games
    P Bayer, PJJ Herings, R Peeters, F Thuijsman
    Journal of Economic Dynamics and Control 105, 250-264 2019
    Citations: 8

  • Games and the treatment convexity of cancer
    P Bayer, J West
    Dynamic Games and Applications 13, 1088–1105 2023
    Citations: 5

  • Farsighted manipulation and exploitation in networks
    P Bayer, PJJ Herings, R Peeters
    Journal of Economic Theory 196, 105311 2021
    Citations: 5

  • A Markovian decision model of adaptive cancer treatment and quality of life
    P Bayer, JS Brown, J Dubbeldam, M Broom
    Journal of Theoretical Biology 551, 111237 2022
    Citations: 2