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20142026
most citedA comparison of LSTM and GRU networks for learning symbolic sequences

177 citations · 189 across the 18 of their papers we have counts for

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2 papers · 1 filter

math.NA2025

Concentrated real-pole uniform-in-time approximation of the matrix exponential

Stefan Güttel, Shuai Shao

We propose an asympotically optimal choice of shared concentrated real poles of a family of rational approximants of time-dependent exponential functions for …

math.NA2025

fastGMRES: Robust randomized GMRES via flexible GMRES

Stefan Güttel, John W. Pearson

We propose a practical randomized algorithm for solving large sparse systems of linear equations. The algorithm, termed fastGMRES, uses flexible GMRES as an outer wrapper for sketc…