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researcher

Z. Boukouvalas

14 papers hereh-index 131k citations55 works total

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

author position
  • sole author1
  • first author4
  • middle author6
  • last author3

Across the 14 of 14 papers where every author was matched, so the position is known.

fields
  • cs.CL4
  • stat.ML4
  • cond-mat.mtrl-sci2
  • cs.LG2
  • cs.AI1
  • math.OC1

identity via Semantic Scholar / OpenAlex

activity
20162025
most citedDeep learning for molecular design - a review of the state of the art

741 citations · 1.1k across the 12 of their papers we have counts for

collaborators
Showing 2016 · stat.MLShow all

2 papers · 2 filters

stat.ML2016★ 5 cited

Independent Component Analysis by Entropy Maximization with Kernels

Zois Boukouvalas, Rami Mowakeaa, Geng-Shen Fu +1

Independent component analysis (ICA) is the most popular method for blind source separation (BSS) with a diverse set of applications, such as biomedical signal processing, video an…

stat.ML2016

Enhancing ICA Performance by Exploiting Sparsity: Application to FMRI Analysis

Zois Boukouvalas, Yuri Levin-Schwartz, Tulay Adali

Independent component analysis (ICA) is a powerful method for blind source separation based on the assumption that sources are statistically independent. Though ICA has proven usef…

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