Concepedia

Claire Donnat

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Publications

10

Citations

1.9K

H-Index

10

Active since

2016

Affiliations

Stanford University(Current)

Imperial College London

Johns Hopkins University

Washington University in St. Louis

University of California, Los Angeles

Claire Donnat is an author at Stanford University specializing in dimensionality reduction, machine learning, and computing.

Publications per year

2016–2022

10

Publications

10

Variability in the analysis of a single neuroimaging dataset by many teams

Rotem Botvinik‐Nezer, Felix Holzmeister, Colin F. Camerer et al. · Nature · 2020 · 1.2K citations · Full text

Medicine, Data Science, Biomedical Imaging +15

Learning Structural Node Embeddings via Diffusion Wavelets

Claire Donnat, Marinka Žitnik, David Hallac et al. · 2018 · 384 citations · Full text

Computing, Data Science, Data Mining +14

Tracking network dynamics: A survey using graph distances

Claire Donnat, Susan Holmes · The Annals of Applied Statistics · 2018 · 133 citations · Full text

Engineering, Visualization, Biological Systems Modeling +15

Geomstats: A Python Package for Riemannian Geometry in Machine Learning

Nina Miolane, Johan Mathe, Benjamin Hou et al. · arXiv (Cornell University) · 2020 · 97 citations · Full text

Computing, Computer Science, Computational Geometry +13

Spectral Graph Wavelets for Structural Role Similarity in Networks

Claire Donnat, Marinka Žitnik, David Hallac et al. · arXiv (Cornell University) · 2018 · 20 citations · Full text

Computing, Data Science, Data Mining +15

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