Non-linear interlinkages and key objectives amongst the Paris - - PowerPoint PPT Presentation

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Non-linear interlinkages and key objectives amongst the Paris - - PowerPoint PPT Presentation

Jan 03, 2024 454 likes •517 views

Non-linear interlinkages and key objectives amongst the Paris Agreement and the Sustainable Development Goals Felix Laumann*, Julius von Kgelgen, Mauricio Barahona * f.laumann18@imperial.ac.uk Climate Change AI workshop, ICLR 2020 Paris

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SLIDE 1

Non-linear interlinkages and key objectives amongst the Paris Agreement and the Sustainable Development Goals

Felix Laumann*, Julius von Kügelgen, Mauricio Barahona

Climate Change AI workshop, ICLR 2020 * f.laumann18@imperial.ac.uk

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SLIDE 2

Paris Agreement and SDGs

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SLIDE 3

How are these two agendas inter-linked?

Partial distance correlation 𝓢:

  • Non-parametric measure of

dependence

  • 0 ≤ 𝓢 ≤ 1

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→

Szekely & Rizzo (2014)

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SLIDE 4

Which variables are most central?

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Eigenvector centrality SDGs

Eigenvector centrality:

  • Measures a node’s centrality

while giving consideration to the centrality of its neighbours

  • Relative to other nodes in same

network

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SLIDE 5

Thank you.

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f.laumann18@imperial.ac.uk