51 citations · 69 across the 12 of their papers we have counts for
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stat.ME2017
Challenges in Obtaining Valid Causal Effect Estimates with Machine Learning Algorithms
Ashley I Naimi, Alan E Mishler, Edward H Kennedy
Unlike parametric regression, machine learning (ML) methods do not generally require precise knowledge of the true data generating mechanisms. As such, numerous authors have advoca…
cs.CL2017★ 11 cited
Filtering Tweets for Social Unrest
Alan Mishler, Kevin Wonus, Wendy Chambers +1
Since the events of the Arab Spring, there has been increased interest in using social media to anticipate social unrest. While efforts have been made toward automated unrest predi…