38 citations · 109 across the 14 of their papers we have counts for
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stat.ML2021★ 25 cited
Evaluating the Robustness of Off-Policy Evaluation
Yuta Saito, Takuma Udagawa, Haruka Kiyohara +3
Off-policy Evaluation (OPE), or offline evaluation in general, evaluates the performance of hypothetical policies leveraging only offline log data. It is particularly useful in app…
econ.EM2021★ 2 cited
Algorithm as Experiment: Machine Learning, Market Design, and Policy Eligibility Rules
Yusuke Narita, Kohei Yata
Algorithms make a growing portion of policy and business decisions. We develop a treatment-effect estimator using algorithmic decisions as instruments for a class of stochastic and…
econ.GN2021★ 17 cited
Democracy and Growth in the 21st Century
Yusuke Narita
We find that, in the 21st century, democracy has persistent negative impacts on growth in GDP and night-time light intensity. This finding emerges from five different instrumental…