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researcher

Fabien Lauer

12 papers hereh-index 171.5k citations56 works total

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

author position
  • sole author8
  • first author2
  • middle author2

Across the 12 of 12 papers where every author was matched, so the position is known.

fields
  • cs.LG4
  • stat.ML4
  • cs.IT2
  • math.OC1
  • math.ST1

identity via Semantic Scholar / OpenAlex

activity
20132026
most citedGlobal optimization for low-dimensional switching linear regression and bounded-error estimation

11 citations · 22 across the 10 of their papers we have counts for

collaborators
Showing 2015 · stat.MLShow all

2 papers · 2 filters

stat.ML2015

On the complexity of switching linear regression

Fabien Lauer

This technical note extends recent results on the computational complexity of globally minimizing the error of piecewise-affine models to the related problem of minimizing the erro…

stat.ML2015

On the complexity of piecewise affine system identification

Fabien Lauer

The paper provides results regarding the computational complexity of hybrid system identification. More precisely, we focus on the estimation of piecewise affine (PWA) maps from in…

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