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cs.LG2022
Investigating Sindy As a Tool For Causal Discovery In Time Series Signals
Andrew O'Brien, Rosina Weber, Edward Kim
The SINDy algorithm has been successfully used to identify the governing equations of dynamical systems from time series data. In this paper, we argue that this makes SINDy a poten…
cs.LG2020★ 5 cited
Data Representing Ground-Truth Explanations to Evaluate XAI Methods
Shideh Shams Amiri, Rosina O. Weber, Prateek Goel +4
Explainable artificial intelligence (XAI) methods are currently evaluated with approaches mostly originated in interpretable machine learning (IML) research that focus on understan…