Inventor · disambiguated record
Arjun Ravi Kannan
Also filed as: KANNAN ARJUN RAVI
7 granted patents·10 pending applications·4 citations·filing 2020–2025
72Inventor score
Top patents by PatentIndex Score
17 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
- 0660US2025315481A1Computer systems and methods for building and analyzing data graphsCAPITAL ONE FINANCIAL CORP·Filed 2025·Application pending·0 cites
- 0759US12321826B2System 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
- 0859US2025139535A1Computing system and method for rapidly quantifying feature influence on the output of a data science modelDISCOVER FINANCIAL SERVICES·Filed 2024·Application pending·0 cites
- 0957US2025252323A1Computing 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
- 1057US2025139459A1Computing system and method for rapidly quantifying feature influence on the output of a data science modelDISCOVER FINANCIAL SERVICES·Filed 2023·Application pending·0 cites
- 1156US12259926B2Computer systems and methods for building and analyzing data graphsDISCOVER FINANCIAL SERVICES·Filed 2023·Granted Mar 25, 2025·0 cites·20 claims
- 1254US12475132B2Computing 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
- 1353US2024281670A1Computing 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
- 1447US12475369B2Building and executing deep learning-based data pipelinesCAPITAL ONE FINANCIAL CORP·Filed 2021·Granted Nov 18, 2025·0 cites·20 claims
- 1546US12469075B2Computing 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
- 1646US2024281669A1Computing 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
- 1743US2025131036A1Computer systems and methods for manifold learningDISCOVER FINANCIAL SERVICES·Filed 2023·Application pending·0 cites
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Identity basis: PatentsView inventor disambiguation (2025Q4-odp release). How scoring works →