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Bamdad Hosseini

33 papers hereh-index 181.4k citations49 works total

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

author position
  • sole author2
  • first author9
  • middle author18
  • last author4

Across the 33 of 33 papers where every author was matched, so the position is known.

fields
  • stat.ML9
  • math.NA7
  • math.OC6
  • math.PR3
  • cs.LG2
  • math.SP2
same name
  • Bamdad Hosseini — 8 papers, h 4

Either other researchers who publish under this name, or the same person where the external sources have not merged their records.

identity via Semantic Scholar / OpenAlex

activity
20142026
most citedBayesian estimation of airborne fugitive emissions using a Gaussian plume model

37 citations · 151 across the 27 of their papers we have counts for

collaborators
Showing 2019 · math.SPShow all

2 papers · 2 filters

math.SP2019

Spectral Analysis Of Weighted Laplacians Arising In Data Clustering

Franca Hoffmann, Bamdad Hosseini, Assad A. Oberai +1

Graph Laplacians computed from weighted adjacency matrices are widely used to identify geometric structure in data, and clusters in particular; their spectral properties play a cen…

math.SP2019★ 9 cited

Geometric structure of graph Laplacian embeddings

Nicolas Garcia Trillos, Franca Hoffmann, Bamdad Hosseini

We analyze the spectral clustering procedure for identifying coarse structure in a data set x1​,…,xn​, and in particular study the geometry of graph Laplacian embeddings wh…

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