Juno Kim

activity

20232026

most citedA Novel Nuanced Conversation Evaluation Framework for Large Language Models in Mental Health

2 citations · 3 across the 10 of their papers we have counts for

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2 papers · 1 filter

stat.ML2023

$t^{3}$ -Variational Autoencoder: Learning Heavy-tailed Data with Student's t and Power Divergence

Juno Kim, Jaehyuk Kwon, Mincheol Cho +2

The variational autoencoder (VAE) typically employs a standard normal prior as a regularizer for the probabilistic latent encoder. However, the Gaussian tail often decays too quick…

math.OC2023

Symmetric Mean-field Langevin Dynamics for Distributional Minimax Problems

Juno Kim, Kakei Yamamoto, Kazusato Oko +2

In this paper, we extend mean-field Langevin dynamics to minimax optimization over probability distributions for the first time with symmetric and provably convergent updates. We p…

t3-Variational Autoencoder: Learning Heavy-tailed Data with Student's t and Power Divergence

Symmetric Mean-field Langevin Dynamics for Distributional Minimax Problems

$t^{3}$ -Variational Autoencoder: Learning Heavy-tailed Data with Student's t and Power Divergence