59 citations · 102 across the 6 of their papers we have counts for
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cs.LG2024★ 3 cited
Stochastic Resetting Mitigates Latent Gradient Bias of SGD from Label Noise
Youngkyoung Bae, Yeongwoo Song, Hawoong Jeong
Giving up and starting over may seem wasteful in many situations such as searching for a target or training deep neural networks (DNNs). Our study, though, demonstrates that resett…
cond-mat.stat-mech2024★ 5 cited
Inferring the Langevin Equation with Uncertainty via Bayesian Neural Networks
Youngkyoung Bae, Seungwoong Ha, Hawoong Jeong
Pervasive across diverse domains, stochastic systems exhibit fluctuations in processes ranging from molecular dynamics to climate phenomena. The Langevin equation has served as a c…