Inventor · disambiguated record
Konstandinos Kotsiopoulos
Also filed as: KOTSIOPOULOS KONSTANDINOS
5 granted patents·7 pending applications·4 citations·filing 2020–2025
65Inventor score
Top patents by PatentIndex Score
12 records- 0187US12002258B2System and method for mitigating bias in classification scores generated by machine learning modelsDISCOVER FINANCIAL SERVICES·Filed 2020·Granted Jun 4, 2024·3 cites·20 claims
- 0273US12050975B2System and method for utilizing grouped partial dependence plots and shapley additive explanations in the generation of adverse action reason codesDISCOVER FINANCIAL SERVICES·Filed 2020·Granted Jul 30, 2024·1 cites·20 claims
- 0372US2025390794A1System and method for utilizing grouped partial dependence plots and game-theoretic concepts and their extensions in the generation of adverse action reason codesCAPITAL ONE FINANCIAL CORP·Filed 2025·Application pending·0 cites
- 0471US2024312198A1System and method for mitigating bias in classification scores generated by machine learning modelsDISCOVER FINANCIAL SERVICES·Filed 2024·Application pending·0 cites
- 0569US2025029015A1System and method for utilizing grouped partial dependence plots and shapley additive explanations in the generation of adverse action reason codesDISCOVER FINANCIAL SERVICES·Filed 2024·Application pending·0 cites
- 0659US12321826B2System and method for utilizing grouped partial dependence plots and game-theoretic concepts and their extensions in the generation of adverse action reason codesDISCOVER FINANCIAL SERVICES·Filed 2021·Granted Jun 3, 2025·0 cites·22 claims
- 0759US2025139535A1Computing system and method for rapidly quantifying feature influence on the output of a data science modelDISCOVER FINANCIAL SERVICES·Filed 2024·Application pending·0 cites
- 0857US2025252323A1Computing system and method for applying precomputation of coalitions and accelerated sampling to determine the contribution of input variables on the output of a data science model via monte carlo estimationDISCOVER FINANCIAL SERVICES·Filed 2024·Application pending·0 cites
- 0954US12475132B2Computing system and method for applying monte carlo estimation to determine the contribution of dependent input variable groups on the output of a data science modelCAPITAL ONE FINANCIAL CORP·Filed 2023·Granted Nov 18, 2025·0 cites·20 claims
- 1053US2024281670A1Computing System and Method for Applying Monte Carlo Estimation to Determine the Contribution of Independent Input Variables Within Dependent Variable Groups on the Output of a Data Science ModelDISCOVER FINANCIAL SERVICES·Filed 2023·Application pending·0 cites
- 1146US12469075B2Computing system and method for creating a data science model having reduced biasCAPITAL ONE FINANCIAL CORP·Filed 2022·Granted Nov 11, 2025·0 cites·28 claims
- 1246US2024281669A1Computing System and Method for Applying Monte Carlo Estimation to Determine the Contribution of Independent Input Variables Within Dependent Variable Groups on the Output of a Data Science ModelDISCOVER FINANCIAL SERVICES·Filed 2023·Application pending·0 cites
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