3 citations · 12 across the 10 of their papers we have counts for
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cs.AI2021
Longitudinal Distance: Towards Accountable Instance Attribution
Rosina O. Weber, Prateek Goel, Shideh Amiri +1
Previous research in interpretable machine learning (IML) and explainable artificial intelligence (XAI) can be broadly categorized as either focusing on seeking interpretability in…
physics.comp-ph2021★ 1 cited
Unbiased estimation of equilibrium, rates, and committors from Markov state model analysis
John D. Russo, Jeremy Copperman, David Aristoff +2
Markov state models (MSMs) have been broadly adopted for analyzing molecular dynamics trajectories, but the approximate nature of the models that results from coarse-graining into…