Search Results for author: Yunhyeok Kwak

Found 2 papers, 2 papers with code

On Discovery of Local Independence over Continuous Variables via Neural Contextual Decomposition

1 code implementation12 May 2024 Inwoo Hwang, Yunhyeok Kwak, Yeon-Ji Song, Byoung-Tak Zhang, Sanghack Lee

Conditional independence provides a way to understand causal relationships among the variables of interest.

SelecMix: Debiased Learning by Contradicting-pair Sampling

1 code implementation4 Nov 2022 Inwoo Hwang, Sangjun Lee, Yunhyeok Kwak, Seong Joon Oh, Damien Teney, Jin-Hwa Kim, Byoung-Tak Zhang

Experiments on standard benchmarks demonstrate the effectiveness of the method, in particular when label noise complicates the identification of bias-conflicting examples.

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