Youngkyoung Bae

According to our database, Youngkyoung Bae authored at least 6 papers between 2020 and 2026.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2026

Unveiling hidden features of social evolution by inferring Langevin dynamics from data.

Youngkyoung Bae, Hajime Shimao, Seungwoong Ha, Luna Yang, David Wolpert

CoRR, January, 2026

2025

Stochastic resetting mitigates latent gradient bias of SGD from label noise.

Youngkyoung Bae, Yeongwoo Song, Hawoong Jeong

Mach. Learn. Sci. Technol., 2025

2024

Stochastic Restarting to Overcome Overfitting in Neural Networks with Noisy Labels.

Youngkyoung Bae, Yeongwoo Song, Hawoong Jeong

CoRR, 2024

Inferring the Langevin Equation with Uncertainty via Bayesian Neural Networks.

Youngkyoung Bae, Seungwoong Ha, Hawoong Jeong

CoRR, 2024

2021

Attaining entropy production and dissipation maps from Brownian movies via neural networks.

Youngkyoung Bae, Dong-Kyum Kim, Hawoong Jeong

CoRR, 2021

2020

Learning entropy production via neural networks.

Dong-Kyum Kim, Youngkyoung Bae, Sangyun Lee, Hawoong Jeong

CoRR, 2020