115 citations · 231 across the 17 of their papers we have counts for
Showing 2021Show all
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cs.IT2021★ 2 cited
Robust recovery of bandlimited graph signals via randomized dynamical sampling
Longxiu Huang, Deanna Needell, Sui Tang
Heat diffusion processes have found wide applications in modelling dynamical systems over graphs. In this paper, we consider the recovery of a -bandlimited graph signal that is…
stat.ML2021★ 4 cited
Learning particle swarming models from data with Gaussian processes
Jinchao Feng, Charles Kulick, Yunxiang Ren +1
Interacting particle or agent systems that display a rich variety of swarming behaviours are ubiquitous in science and engineering. A fundamental and challenging goal is to underst…
math.NA2021★ 9 cited
Estimate the spectrum of affine dynamical systems from partial observations of a single trajectory data
Jiahui Cheng, Sui Tang
In this paper, we study the nonlinear inverse problem of estimating the spectrum of a system matrix, that drives a finite-dimensional affine dynamical system, from partial observat…