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cs.LG2022
Counterfactual Learning with General Data-generating Policies
Yusuke Narita, Kyohei Okumura, Akihiro Shimizu +1
Off-policy evaluation (OPE) attempts to predict the performance of counterfactual policies using log data from a different policy. We extend its applicability by developing an OPE…
cs.GT2022
Evaluating the Efficiency of Regulation in Matching Markets with Distributional Disparities
Kei Ikegami, Atsushi Iwasaki, Akira Matsushita +1
Cap-based regulations are widely used to address distributional disparities in matching markets, but their efficiency relative to alternative instruments such as subsidies remains…