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researcher

S. Vavasis

44 papers hereh-index 406.1k citations131 works total

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

author position
  • sole author5
  • first author1
  • middle author3
  • last author34

Across the 43 of 44 papers where every author was matched, so the position is known.

fields
  • math.OC21
  • math.NA10
  • cs.LG4
  • cs.CG2
  • cs.SI2
  • stat.ML2

identity via Semantic Scholar / OpenAlex

activity
20032025
most citedFast and Robust Recursive Algorithms for Separable Nonnegative Matrix Factorization

269 citations · 551 across the 43 of their papers we have counts for

collaborators
Showing 2007Show all

3 papers · 1 filter

cs.CG2007

A condition number analysis of an algorithm for solving a system of polynomial equations with one degree of freedom

Gun Srijuntongsiri, Stephen A. Vavasis

This article considers the problem of solving a system of n real polynomial equations in n+1 variables. We propose an algorithm based on Newton's method and subdivision for thi…

math.NA2007★ 8 cited

On the complexity of nonnegative matrix factorization

Stephen A. Vavasis

Nonnegative matrix factorization (NMF) has become a prominent technique for the analysis of image databases, text databases and other information retrieval and clustering applicati…

math.NA2007★ 1 cited

Properties of polynomial bases used in a line-surface intersection algorithm

Gun Srijuntongsiri, Stephen A. Vavasis

In [5], Srijuntongsiri and Vavasis propose the "Kantorovich-Test Subdivision algorithm", or KTS, which is an algorithm for finding all zeros of a polynomial system in a bounded reg…

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