20 citations · 52 across the 9 of their papers we have counts for
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stat.ML2021
Nonlinear model reduction for slow-fast stochastic systems near unknown invariant manifolds
Felix X. -F. Ye, Sichen Yang, Mauro Maggioni
We introduce a nonlinear stochastic model reduction technique for high-dimensional stochastic dynamical systems that have a low-dimensional invariant effective manifold with slow d…
stat.ML2017★ 4 cited
Estimate exponential memory decay in Hidden Markov Model and its applications
Felix X. -F. Ye, Yi-an Ma, Hong Qian
Inference in hidden Markov model has been challenging in terms of scalability due to dependencies in the observation data. In this paper, we utilize the inherent memory decay in hi…