research
∙
08/29/2023
Streaming Compression of Scientific Data via weak-SINDy
In this paper a streaming weak-SINDy algorithm is developed specifically...
share
research
∙
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...
research
∙
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...
research
∙
01/25/2022
A Kernel Learning Method for Backward SDE Filter
In this paper, we develop a kernel learning backward SDE filter method t...
research
∙
11/28/2020
