Inventor

HETHERINGTON TAYLER

CA8 patents

Patents

8 patents

US11531915B2Dec 20, 2022

Method for generating rulesets using tree-based models for black-box machine learning explainability

ORACLE INT CORP7 citations84

US12423599B2Sep 23, 2025

Efficient and accurate regional explanation technique for NLP models

ORACLE INT CORP2 citations72

US12380357B2Aug 5, 2025

Efficient and scalable computation of global feature importance explanations

ORACLE INT CORP2 citations72

US12265889B2Apr 1, 2025

Systematic approach for explaining machine learning predictions

ORACLE INT CORP2 citations72

US11687540B2Jun 27, 2023

Fast, approximate conditional distribution sampling

ORACLE INT CORP4 citations72

US11720751B2Aug 8, 2023

Global, model-agnostic machine learning explanation technique for textual data

ORACLE INT CORP2 citations70

US10768982B2Sep 8, 2020

Engine for reactive execution of massively concurrent heterogeneous accelerated scripted streaming analyses

ORACLE INT CORP1 citations58

US12493796B2Dec 9, 2025

Using generative adversarial networks to construct realistic counterfactual explanations for machine learning models

ORACLE INT CORP0 citations49