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07/21/2023
Epsilon*: Privacy Metric for Machine Learning Models
We introduce Epsilon*, a new privacy metric for measuring the privacy ri...
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06/12/2023
Unlocking Sales Growth: Account Prioritization Engine with Explainable AI
B2B sales requires effective prediction of customer growth, identificati...
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06/07/2022
Confounder Analysis in Measuring Representation in Product Funnels
This paper discusses an application of Shapley values in the causal infe...
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09/20/2021
Fast TreeSHAP: Accelerating SHAP Value Computation for Trees
SHAP (SHapley Additive exPlanation) values are one of the leading tools ...
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05/27/2021
Intellige: A User-Facing Model Explainer for Narrative Explanations
Predictive machine learning models often lack interpretability, resultin...
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10/17/2019
Estimating Spatially-Smoothed Fiber Orientation Distribution
Diffusion-weighted magnetic resonance imaging (D-MRI) is an in-vivo and ...
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04/11/2018