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Giovanni Paolini

Amazon Web Services

24 papers hereh-index 9698 citations23 works total

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

author position
  • sole author7
  • first author3
  • middle author9
  • last author5

Across the 24 of 24 papers where every author was matched, so the position is known.

fields
  • cs.LG7
  • math.AT4
  • math.GR4
  • math.CO3
  • cs.CL2
  • cs.CG1
affiliations
  • Amazon Web Services
  • California Institute of Technology
HomepageORCID 0000-0002-3964-9101
same name
  • Giovanni Paolini — 4 papers, h 4
  • Giovanni Paolini — 4 papers, h 0
  • Giovanni Paolini — 2 papers, 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
20142026
most citedWhere is the Information in a Deep Neural Network?

46 citations · 160 across the 23 of their papers we have counts for

collaborators
Showing 2022Show all

1 paper · 1 filter

cs.LG2022

Stacked Residuals of Dynamic Layers for Time Series Anomaly Detection

L. Zancato, A. Achille, G. Paolini +2

We present an end-to-end differentiable neural network architecture to perform anomaly detection in multivariate time series by incorporating a Sequential Probability Ratio Test on…

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