Counterfactuals have become a popular technique nowadays for interacting with black-box machine learning models and understanding how to change particular instance obtain desired outcome from the model. However, most existing approaches assume instant materialization of these changes, ignoring that they may require effort specific order application. Recently, methods been proposed also consider...

An efficient and quantitative two phase freezing (TPF) method coupled with high performance liquid chromatography and UV-Vis detector was developed for the extraction, clean up and determination of clomiphene citrate (CLC) in plasma samples. The separation of two miscible solvents by TPF method permits that the CLC was efficiently removed from proteins and transferred into the relative aprotic ...