430 citations · 512 across the 19 of their papers we have counts for
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stat.ME2018★ 3 cited
Bounds on the conditional and average treatment effect with unobserved confounding factors
Steve Yadlowsky, Hongseok Namkoong, Sanjay Basu +2
For observational studies, we study the sensitivity of causal inference when treatment assignments may depend on unobserved confounders. We develop a loss minimization approach for…
stat.ML2018★ 4 cited
Derivative free optimization via repeated classification
Tatsunori B. Hashimoto, Steve Yadlowsky, John C. Duchi
We develop an algorithm for minimizing a function using batched function value measurements at each of rounds by using classifiers to identify a function's sublevel set. We…