25 citations · 33 across the 7 of their papers we have counts for
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econ.EM2023
Impulse Response Analysis of Structural Nonlinear Time Series Models
Giovanni Ballarin
This paper proposes a semiparametric sieve approach to estimate impulse response functions of nonlinear time series within a general class of structural autoregressive models. We p…
cs.LG2023★ 2 cited
Memory of recurrent networks: Do we compute it right?
Giovanni Ballarin, Lyudmila Grigoryeva, Juan-Pablo Ortega
Numerical evaluations of the memory capacity (MC) of recurrent neural networks reported in the literature often contradict well-established theoretical bounds. In this paper, we st…