1.3k citations · 2.2k across the 67 of their papers we have counts for
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math.NA2014
Erasure coding for fault oblivious linear system solvers
David F. Gleich, Ananth Grama, Yao Zhu
Dealing with hardware and software faults is an important problem as parallel and distributed systems scale to millions of processing cores and wide area networks. Traditional meth…
math.NA2014★ 107 cited
Multilinear PageRank
David F. Gleich, Lek-Heng Lim, Yongyang Yu
In this paper, we first extend the celebrated PageRank modification to a higher-order Markov chain. Although this system has attractive theoretical properties, it is computationall…
math.NA2014★ 47 cited
Computing active subspaces with Monte Carlo
Paul Constantine, David Gleich
Active subspaces can effectively reduce the dimension of high-dimensional parameter studies enabling otherwise infeasible experiments with expensive simulations. The key components…