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08/29/2023
Streaming Compression of Scientific Data via weak-SINDy
In this paper a streaming weak-SINDy algorithm is developed specifically...
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12/17/2022
Convergence Analysis for Training Stochastic Neural Networks via Stochastic Gradient Descent
In this paper, we carry out numerical analysis to prove convergence of a...
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03/09/2022
A PDE-based Adaptive Kernel Method for Solving Optimal Filtering Problems
In this paper, we introduce an adaptive kernel method for solving the op...
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01/25/2022
A Kernel Learning Method for Backward SDE Filter
In this paper, we develop a kernel learning backward SDE filter method t...
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11/28/2020