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researcher

M. K. Dezfouli

13 papers hereh-index 11569 citations42 works total

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

author position
  • first author4
  • middle author7

Across the 11 of 13 papers where every author was matched, so the position is known.

fields
  • cond-mat.mes-hall5
  • physics.optics5
  • cs.LG1
  • physics.ins-det1
  • quant-ph1

identity via Semantic Scholar / OpenAlex

activity
20162022
most citedQuantization of quasinormal modes for open cavities and plasmonic cavity-QED

213 citations · 588 across the 13 of their papers we have counts for

collaborators
Showing cs.LGShow all

1 paper · 1 filter

cs.LG2022★ 2 cited

PCA-Boosted Autoencoders for Nonlinear Dimensionality Reduction in Low Data Regimes

Muhammad Al-Digeil, Yuri Grinberg, Daniele Melati3 +5

Autoencoders (AE) provide a useful method for nonlinear dimensionality reduction but are ill-suited for low data regimes. Conversely, Principal Component Analysis (PCA) is data-eff…

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