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stat.ML2021
Using Shapley Values and Variational Autoencoders to Explain Predictive Models with Dependent Mixed Features
Lars Henry Berge Olsen, Ingrid Kristine Glad, Martin Jullum +1
Shapley values are today extensively used as a model-agnostic explanation framework to explain complex predictive machine learning models. Shapley values have desirable theoretical…
stat.AP2021
Multivariable Fractional Polynomials for lithium-ion batteries degradation models under dynamic conditions
Clara Bertinelli Salucci, Azzeddine Bakdi, Ingrid K. Glad +2
Longevity and safety of lithium-ion batteries are facilitated by efficient monitoring and adjustment of the battery operating conditions. Hence, it is crucial to implement fast and…