|
2024
|
Invention
|
Systems and methods for generating gradient-boosted models with improved fairness.
Systems and m... |
|
|
Invention
|
Systems and cache-based methods for explaining tree-based models using interventional shapley val... |
|
|
Invention
|
Automated systems for machine learning model development, analysis, and refinement. This applicat... |
|
|
Invention
|
Systems and methods for providing machine learning model evaluation by using decomposition.
Syst... |
|
2023
|
Invention
|
Systems and methods for model fairness. Systems and methods for training models to improve fairness. |
|
|
Invention
|
Systems and methods for providing machine learning model disparate impact information.
Systems a... |
|
|
Invention
|
Systems and methods for enriching modeling tools and infrastructure with semantics. Systems and m... |
|
|
Invention
|
Systems and methods for decomposition of differentiable and non-differentiable models. Methods, n... |
|
|
Invention
|
Systems and methods for generating gradient-boosted models with improved fairness. Systems and me... |
|
|
Invention
|
Machine learning model correction. A method, in some implementations, may include obtaining outpu... |
|
|
Invention
|
Machine learning model correction.
A method, in some implementations, may include obtaining outp... |
|
|
Invention
|
Api for implementing scoring functions. This technology relates generally to data assembly and an... |
|
2022
|
Invention
|
Machine learning model fairness and explainability.
Methods, systems, and apparatus, including c... |
|
|
Invention
|
Systems and methods for providing machine learning model explainability information.
Systems and... |
|
2021
|
Invention
|
Systems and methods for parsing opaque data.
Systems and methods for a multi-tenant parser gener... |
|
|
Invention
|
Systems and methods for augmenting data by performing reject inference.
Systems and methods for ... |
|
|
Invention
|
Systems and methods for model explanation.
Systems and methods for model explanation are disclos... |
|
|
Invention
|
Api for implementing scoring functions. This invention relates generally to data assembly and ana... |
|
2020
|
Invention
|
Systems and methods for generation model output explanation information. Systems and methods for ... |
|
|
Invention
|
Systems and methods for automatic model generation. Systems and methods for automatically generat... |
|
|
Invention
|
Systems and methods for automatic model generation.
Systems and methods for automatically genera... |
|
|
Invention
|
Systems and methods for generating model output explanation information.
Systems and methods for... |
|
2019
|
Invention
|
Systems and methods for decomposition of differentiable and non-differentiable models. Systems an... |
|
|
Invention
|
Systems and methods for decomposition of non-differentiable and differentiable models.
Systems a... |
|
|
Invention
|
Systems and methods for decomposition of non-differentiable and differentiable models. A model ev... |
|
|
Invention
|
Systems and methods for providing machine learning model evaluation by using decomposition. Syste... |
|
|
Invention
|
Systems and methods for type coercion. Systems and methods for converting a data item provided by... |
|
2018
|
Invention
|
Adverse action systems and methods for communicating adverse action notifications for processing ... |
|
|
Invention
|
Explainable machine learning financial credit approval model for protected classes of borrowers. ... |
|
|
Invention
|
Systems and methods for providing machine learning model disparate impact information. Systems an... |
|
|
Invention
|
Systems and methods for generating and using optimized ensemble models.
This invention relates g... |
|
|
Invention
|
Systems and methods for providing machine learning model explainability information. Systems and ... |
|
2017
|
Invention
|
Systems and methods for parsing opaque data. Systems and methods for a multi-tenant parser genera... |
|
2016
|
Invention
|
System and method for building and validating a credit scoring function.
This invention relates ... |
|
2015
|
Invention
|
Methods and systems for automatically generating high quality adverse action notifications.
This... |
|
|
Invention
|
System and method for providing credit to underserved borrowers.
A preferred method for providin... |
