Search Results for author: Kwang Joon Kim

Found 5 papers, 5 papers with code

Cost-effective Interactive Attention Learning with Neural Attention Processes

2 code implementations9 Jun 2020 Jay Heo, Junhyeon Park, Hyewon Jeong, Kwang Joon Kim, Juho Lee, Eunho Yang, Sung Ju Hwang

Moreover, it is almost infeasible for the human annotators to examine attentions on tons of instances and features.

Time Series

Why Not to Use Zero Imputation? Correcting Sparsity Bias in Training Neural Networks

1 code implementation ICLR 2020 Joonyoung Yi, Juhyuk Lee, Kwang Joon Kim, Sung Ju Hwang, Eunho Yang

Among many approaches, the simplest and most intuitive way is zero imputation, which treats the value of a missing entry simply as zero.

Collaborative Filtering Imputation

Deep Mixed Effect Model using Gaussian Processes: A Personalized and Reliable Prediction for Healthcare

2 code implementations5 Jun 2018 Ingyo Chung, Saehoon Kim, Juho Lee, Kwang Joon Kim, Sung Ju Hwang, Eunho Yang

We present a personalized and reliable prediction model for healthcare, which can provide individually tailored medical services such as diagnosis, disease treatment, and prevention.

Gaussian Processes Time Series

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