首页|Researchers Submit Patent Application, 'Model Validation As A Service', for Appr oval (USPTO 20240403200)
Researchers Submit Patent Application, 'Model Validation As A Service', for Appr oval (USPTO 20240403200)
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News editors obtained the following quote from the background information suppli ed by the inventors:“Modern businesses rely heavily on digital systems, includi ng models trained using machine learningtechniques and other statistical techni ques. To trust such models, businesses must have confidence inthe decisions the y make. Often, models have hidden decision processing layers, creating challenge s whenauditing, explaining, or otherwise scrutinizing the decisions made by mod els. However, such scrutiny isimportant, since businesses are accountable for d ecisions made by their models. Preferably, decisions made by models are fair, fr ee of algorithmic or other bias, explainable, robust, and compliant with applica bleregulations.”
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