14 citations · 23 across the 4 of their papers we have counts for
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stat.ML2016★ 3 cited
Efficient Estimation of Compressible State-Space Models with Application to Calcium Signal Deconvolution
Abbas Kazemipour, Ji Liu, Patrick Kanold +2
In this paper, we consider linear state-space models with compressible innovations and convergent transition matrices in order to model spatiotemporally sparse transient events. We…
cs.IT2016★ 14 cited
Sampling Requirements for Stable Autoregressive Estimation
Abbas Kazemipour, Sina Miran, Piya Pal +2
We consider the problem of estimating the parameters of a linear univariate autoregressive model with sub-Gaussian innovations from a limited sequence of consecutive observations.…