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Léopold Cambier

6 papers hereh-index 7335 citations16 works total

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

author position
  • first author4
  • middle author2

Across the 6 of 6 papers where every author was matched, so the position is known.

fields
  • math.NA4
  • cs.DC1
  • cs.LG1

identity via Semantic Scholar / OpenAlex

activity
20192021
most citedShifted and Squeezed 8-bit Floating Point format for Low-Precision Training of Deep Neural Networks

3 citations · 6 across the 4 of their papers we have counts for

collaborators
Showing math.NAShow all

4 papers · 1 filter

math.NA2021★ 1 cited

Towards a Scalable Hierarchical High-order CFD Solver

Zan Xu, Léopold Cambier, Juan J. Alonso +1

Development of highly scalable and robust algorithms for large-scale CFD simulations has been identified as one of the key ingredients to achieve NASA's CFD Vision 2030 goals. In o…

math.NA2020

The Index of Invariance and its Implications for a Parameterized Least Squares Problem

Léopold Cambier, Rahul Sarkar

We study the problem xb,ω​:=arg minx∈S​∥(A+ωI)−1/2(b−Ax)∥2​, with A=A∗, for a subspace S of Fn ($\mathbb{F} = \…

math.NA2020★ 2 cited

Second Order Accurate Hierarchical Approximate Factorization of Sparse SPD Matrices

Bazyli Klockiewicz, Léopold Cambier, Ryan Humble +2

We describe a second-order accurate approach to sparsifying the off-diagonal blocks in the hierarchical approximate factorizations of sparse symmetric positive definite matrices. T…

math.NA2019

An Algebraic Sparsified Nested Dissection Algorithm Using Low-Rank Approximations

Léopold Cambier, Chao Chen, Erik G Boman +3

We propose a new algorithm for the fast solution of large, sparse, symmetric positive-definite linear systems, spaND -- sparsified Nested Dissection. It is based on nested dissecti…

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