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researcher

Matthew X. Burns

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

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

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 cs.LGShow all

1 paper · 1 filter

cs.LG2024

Provable Accuracy Bounds for Hybrid Dynamical Optimization and Sampling

Matthew X. Burns, Qingyuan Hou, Michael C. Huang

Analog dynamical accelerators (DXs) are a growing sub-field in computer architecture research, offering order-of-magnitude gains in power efficiency and latency over traditional di…

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