71 citations · 214 across the 20 of their papers we have counts for
Showing 2021Show all
2 papers · 1 filter
cs.LG2021★ 3 cited
Causal Effect Variational Autoencoder with Uniform Treatment
Daniel Jiwoong Im, Kyunghyun Cho, Narges Razavian
Domain adaptation and covariate shift are big issues in deep learning and they ultimately affect any causal inference algorithms that rely on deep neural networks. Causal effect va…
cs.LG2021★ 2 cited
Online hyperparameter optimization by real-time recurrent learning
Daniel Jiwoong Im, Cristina Savin, Kyunghyun Cho
Conventional hyperparameter optimization methods are computationally intensive and hard to generalize to scenarios that require dynamically adapting hyperparameters, such as life-l…