5 citations · 6 across the 2 of their papers we have counts for
2 papers
cs.LG2023★ 5 cited
Probabilistic Imputation for Time-series Classification with Missing Data
SeungHyun Kim, Hyunsu Kim, EungGu Yun +3
Multivariate time series data for real-world applications typically contain a significant amount of missing values. The dominant approach for classification with such missing value…
math.OC2021★ 1 cited
Online Stochastic Gradient Methods Under Sub-Weibull Noise and the Polyak-Łojasiewicz Condition
Seunghyun Kim, Liam Madden, Emiliano Dall'Anese
This paper focuses on the online gradient and proximal-gradient methods with stochastic gradient errors. In particular, we examine the performance of the online gradient descent me…