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Matthew King-Roskamp

5 papers hereh-index 350 citations8 works total

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

author position
  • first author2
  • last author3

Across the 5 of 5 papers where every author was matched, so the position is known.

fields
  • cs.IT3
  • math.OC1
  • stat.ML1

identity via Semantic Scholar / OpenAlex

activity
20192026
most citedThe benefits of acting locally: Reconstruction algorithms for sparse in levels signals with stable and robust recovery guarantees

46 citations · 49 across the 5 of their papers we have counts for

collaborators
Showing math.OCShow all

1 paper · 1 filter

math.OC2026

On the Computational and Statistical Efficiency of the Empirical Maximum Entropy on the Mean Method

Matthew King-Roskamp, Gabriel Rioux, Rustum Choksi +1

The Maximum Entropy on the Mean (MEM) method provides a flexible computational framework for solving inverse problems by combining data fidelity with entropy-based regularization.…

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