3 citations · 5 across the 3 of their papers we have counts for
3 papers
cs.CV2022
Towards an Efficient ML System: Unveiling a Trade-off between Task Accuracy and Engineering Efficiency in a Large-scale Car Sharing Platform
Kyung Ho Park, Hyunhee Chung, Soonwoo Kwon
Upon the significant performance of the supervised deep neural networks, conventional procedures of developing ML system are \textit{task-centric}, which aims to maximize the task…
math.ST2020★ 3 cited
Adaptive Inference in Multivariate Nonparametric Regression Models Under Monotonicity
Koohyun Kwon, Soonwoo Kwon
We consider the problem of adaptive inference on a regression function at a point under a multivariate nonparametric regression setting. The regression function belongs to a Hölder…
econ.EM2020★ 2 cited
Inference in Regression Discontinuity Designs under Monotonicity
Koohyun Kwon, Soonwoo Kwon
We provide an inference procedure for the sharp regression discontinuity design (RDD) under monotonicity, with possibly multiple running variables. Specifically, we consider the ca…