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Matthew X. Burns

8 papers hereh-index 213 citations10 works total

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

author position
  • first author6
  • middle author1

Across the 7 of 8 papers where every author was matched, so the position is known.

fields
  • math.OC3
  • cs.ET2
  • cs.LG1
  • quant-ph1
  • stat.ML1

identity via Semantic Scholar / OpenAlex

activity
20242026
most citedGeneral Oscillator-Based Ising Machine Models with Phase-Amplitude Dynamics and Polynomial Interactions

4 citations · 4 across the 7 of their papers we have counts for

collaborators
Showing 2025 · math.OCShow all

1 paper · 2 filters

math.OC2025

Log-Averaged Mirror Prox for Fast, Large-Scale Optimal Transport in Linear Space

Matthew X. Burns, Jiaming Liang

We propose Log-Averaged Mirror Prox (LAMP), a linear-space primal-dual method for large-scale optimal transport. LAMP implements primal mirror prox updates by tracking an averaged…

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