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researcher

Constantine Caramanis

5 papers here

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

author position
  • middle author5

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

fields
  • cs.IT3
  • stat.ML2
ORCID 0000-0001-9939-8378

identity via Semantic Scholar / OpenAlex

activity
20102014
most citedGreedy Subspace Clustering

57 citations · 100 across the 5 of their papers we have counts for

collaborators
Showing 2010 · stat.MLShow all

1 paper · 2 filters

stat.ML2010★ 33 cited

Principal Component Analysis with Contaminated Data: The High Dimensional Case

Huan Xu, Constantine Caramanis, Shie Mannor

We consider the dimensionality-reduction problem (finding a subspace approximation of observed data) for contaminated data in the high dimensional regime, where the number of obser…

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