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Nathanaël Perraudin

Swiss Data Science Center (per OpenAlex) · ORCID · OpenAlex

5 papers in scope · 5 published · 1 on the econ.EM arXiv · 536 citations · h-index 3 (over the papers listed here)

Related authors

The 20 authors closest to this one in our weighted citation graph, most related first.

  1. David S. Matteson
  2. Marie-Christine Düker
  3. Ruey S. Tsay
  4. Elvin Isufi
  5. Andreas Loukas
  6. Geert Leus
  7. Zhaoxing Gao
  8. Bernd Funovits
  9. George Michailidis
  10. Jiahe Lin
  11. Ines Wilms
  12. Puyi Fang
  13. Sihan Tu
  14. Jialuo Chen
  15. Vladas Pipiras
  16. Young-Hoon Kim
  17. Zachary F. Fisher
  18. Xiaoyu Zhang
  19. Christis Katsouris
  20. Jushan Bai

Proximity is measured over citations between two papers we both hold, weighted by how heavily one leans on the other, and is symmetric — it does not distinguish citing from being cited. Authors without a profile here are skipped, and a genuinely close colleague can be missing simply because their work is not in our arXiv corpus. Method: docs/06-citations-pipeline.md.

Papers

(1 of 5)

From STEM-EDXS data to phase separation and quantification using physics-guided NMF
published2024 · Machine Learning Science and Technology · 3 citations
with Adrien Teurtrie, Thomas Holvoet, Hui Chen, Duncan T. L. Alexander, Guillaume Obozinski, C. Hébert
Scalable Graph Networks for Particle Simulations
published2021 · Proceedings of the AAAI Conference on Artificial Intelligence · 3 citations
with Karolis Martinkus, Aurélien Lucchi
published2019 · IEEE Transactions on Signal Processing · 113 citations · first circulated 2018
A Time-Vertex Signal Processing Framework: Scalable Processing and Meaningful Representations for Time-Series on Graphs
published2017 · IEEE Transactions on Signal Processing · 180 citations
with Francesco Grassi, Andreas Loukas, Benjamin Ricaud
Stationary Signal Processing on Graphs
published2017 · IEEE Transactions on Signal Processing · 237 citations
with Pierre Vandergheynst

Assembled from arXiv and OpenAlex. Duplicate records for the same paper are merged, and the published version is shown where we could identify one. Corrections welcome.