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G. Mariani

7 papers hereh-index 8785 citations10 works total

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

author position
  • first author2
  • middle author5

Across the 7 of 7 papers where every author was matched, so the position is known.

fields
  • cs.LG3
  • cs.CV2
  • cs.ET1
  • q-fin.CP1
same name
  • G. Mariani — 3 papers, h 4
  • G. Mariani — 2 papers, h 15
  • G. Mariani — 2 papers, h 2
  • G. Mariani — 2 papers, h 1
  • G. Mariani — 1 paper, h 1
  • G. Mariani — 1 paper, h 1

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
20182020
most citedBAGAN: Data Augmentation with Balancing GAN

254 citations · 397 across the 6 of their papers we have counts for

collaborators
Showing 2019Show all

2 papers · 1 filter

q-fin.CP2019★ 6 cited

PAGAN: Portfolio Analysis with Generative Adversarial Networks

Giovanni Mariani, Yada Zhu, Jianbo Li +4

Since decades, the data science community tries to propose prediction models of financial time series. Yet, driven by the rapid development of information technology and machine in…

cs.LG2019★ 6 cited

NeuNetS: An Automated Synthesis Engine for Neural Network Design

Atin Sood, Benjamin Elder, Benjamin Herta +17

Application of neural networks to a vast variety of practical applications is transforming the way AI is applied in practice. Pre-trained neural network models available through AP…

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