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researcher

M. Perego

3 papers hereh-index 262.4k citations133 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • middle author3

Across the 3 of 3 papers where every author was matched, so the position is known.

fields
  • cs.CE1
  • cs.LG1
  • math.NA1
same name
  • M. Perego — 3 papers, h 33
  • M. Perego — 2 papers, h 8

Either other researchers who publish under this name, or the same person where the external sources have not merged their records.

identity via Semantic Scholar / OpenAlex

activity
20192022
most citedRobust Training and Initialization of Deep Neural Networks: An Adaptive Basis Viewpoint

17 citations · 17 across the 3 of their papers we have counts for

collaborators

3 papers

cs.CE2022

Performance portable ice-sheet modeling with MALI

Jerry Watkins, Max Carlson, Kyle Shan +6

High resolution simulations of polar ice-sheets play a crucial role in the ongoing effort to develop more accurate and reliable Earth-system models for probabilistic sea-level proj…

math.NA2021

An optimization-based strategy for peridynamic-FEM coupling and for the prescription of nonlocal boundary conditions

Marta D'Elia, David Littlewood, Jeremy Trageser +2

We develop and analyze an optimization-based method for the coupling of a static peri-dynamic (PD) model and a static classical elasticity model. The approach formulates the coupli…

cs.LG2019★ 17 cited

Robust Training and Initialization of Deep Neural Networks: An Adaptive Basis Viewpoint

Eric C. Cyr, Mamikon A. Gulian, Ravi G. Patel +2

Motivated by the gap between theoretical optimal approximation rates of deep neural networks (DNNs) and the accuracy realized in practice, we seek to improve the training of DNNs.…

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Not affiliated with arXiv. Researcher data from Semantic Scholar (ODC-BY) and OpenAlex.