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researcher

A. d'Aspremont

72 papers hereh-index 3112.2k citations124 works total

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

author position
  • sole author10
  • first author14
  • middle author21
  • last author25

Across the 70 of 72 papers where every author was matched, so the position is known.

fields
  • math.OC40
  • cs.LG11
  • cs.CE8
  • stat.ML4
  • cs.AI2
  • math.NA2

identity via Semantic Scholar / OpenAlex

activity
20032024
most citedOptimal Solutions for Sparse Principal Component Analysis

260 citations · 836 across the 69 of their papers we have counts for

collaborators
Showing 2022Show all

1 paper · 1 filter

cs.LG2022

Optimal Algorithms for Stochastic Complementary Composite Minimization

Alexandre d'Aspremont, Cristóbal Guzmán, Clément Lezane

Inspired by regularization techniques in statistics and machine learning, we study complementary composite minimization in the stochastic setting. This problem corresponds to the m…

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