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Kyle Gilman

4 papers hereh-index 472 citations7 works total

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

author position
  • first author3
  • middle author1

Across the 4 of 4 papers where every author was matched, so the position is known.

fields
  • eess.SP2
  • math.OC1
  • math.ST1

identity via Semantic Scholar / OpenAlex

activity
20202023
most citedGrassmannian Optimization for Online Tensor Completion and Tracking with the t-SVD

40 citations · 62 across the 4 of their papers we have counts for

collaborators
Showing 2022 · math.OCShow all

1 paper · 2 filters

math.OC2022

A Semidefinite Relaxation for Sums of Heterogeneous Quadratic Forms on the Stiefel Manifold

Kyle Gilman, Sam Burer, Laura Balzano

We study the maximization of sums of heterogeneous quadratic forms over the Stiefel manifold, a nonconvex problem that arises in several modern signal processing and machine learni…

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