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cs.LG2025
ST-MTM: Masked Time Series Modeling with Seasonal-Trend Decomposition for Time Series Forecasting
Hyunwoo Seo, Chiehyeon Lim
Forecasting complex time series is an important yet challenging problem that involves various industrial applications. Recently, masked time-series modeling has been proposed to ef…
cs.LG2023
Reward Dropout Improves Control: Bi-objective Perspective on Reinforced LM
Changhun Lee, Chiehyeon Lim
We study the theoretical aspects of Reinforced Language Models (RLMs) from a bi-objective optimization perspective. Specifically, we consider the RLMs as a Pareto optimization prob…