Search Results for author: Yongsu Baek

Found 2 papers, 1 papers with code

Reliable Decision from Multiple Subtasks through Threshold Optimization: Content Moderation in the Wild

1 code implementation16 Aug 2022 Donghyun Son, Byounggyu Lew, Kwanghee Choi, Yongsu Baek, Seungwoo Choi, Beomjun Shin, Sungjoo Ha, Buru Chang

In this study, we formulate real-world scenarios of content moderation and introduce a simple yet effective threshold optimization method that searches the optimal thresholds of the multiple subtasks to make a reliable moderation decision in a cost-effective way.

Reliable Estimation of Individual Treatment Effect with Causal Information Bottleneck

no code implementations7 Jun 2019 Sungyub Kim, Yongsu Baek, Sung Ju Hwang, Eunho Yang

We also introduce an additional form of a regularizer from the perspective of understanding ITE in the semi-supervised learning framework to ensure more reliable representations.

Causal Inference

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