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05/01/2023
Reservoir Computing with Error Correction: Long-term Behaviors of Stochastic Dynamical Systems
The prediction of stochastic dynamical systems and the capture of dynami...
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03/09/2023
Meta contrastive label correction for financial time series
Financial applications such as stock price forecasting, usually face an ...
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01/31/2022
An end-to-end deep learning approach for extracting stochastic dynamical systems with α-stable Lévy noise
Recently, extracting data-driven governing laws of dynamical systems thr...
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03/31/2021
Generalized Conflict-directed Search for Optimal Ordering Problems
Solving planning and scheduling problems for multiple tasks with highly ...
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04/15/2019
Efficiently Exploring Ordering Problems through Conflict-directed Search
In planning and scheduling, solving problems with both state and tempora...
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02/09/2016