2 citations · 2 across the 2 of their papers we have counts for
2 papers
cs.LG2024
Encoding Temporal Statistical-space Priors via Augmented Representation
Insu Choi, Woosung Koh, Gimin Kang +2
Modeling time series data remains a pervasive issue as the temporal dimension is inherent to numerous domains. Despite significant strides in time series forecasting, high noise-to…
cs.LG2023★ 2 cited
Curriculum Learning and Imitation Learning for Model-free Control on Financial Time-series
Woosung Koh, Insu Choi, Yuntae Jang +2
Curriculum learning and imitation learning have been leveraged extensively in the robotics domain. However, minimal research has been done on leveraging these ideas on control task…