3 citations · 3 across the 1 of their papers we have counts for
3 papers
cs.LG2020★ 3 cited
Counterfactual Fairness with Disentangled Causal Effect Variational Autoencoder
Hyemi Kim, Seungjae Shin, JoonHo Jang +4
The problem of fair classification can be mollified if we develop a method to remove the embedded sensitive information from the classification features. This line of separating th…
cs.LG2019
Mixout: Effective Regularization to Finetune Large-scale Pretrained Language Models
Cheolhyoung Lee, Kyunghyun Cho, Wanmo Kang
In natural language processing, it has been observed recently that generalization could be greatly improved by finetuning a large-scale language model pretrained on a large unlabel…
cs.LG2018
Directional Analysis of Stochastic Gradient Descent via von Mises-Fisher Distributions in Deep learning
Cheolhyoung Lee, Kyunghyun Cho, Wanmo Kang
Although stochastic gradient descent (SGD) is a driving force behind the recent success of deep learning, our understanding of its dynamics in a high-dimensional parameter space is…