Claire Donnat

3 papers · 2020–2025 · 3 conferences · across top CS/AI conferences

Achievements

🌍 Conference Polyglot (3) 🏃 Academic Marathon (5) 🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🐝 Cross-Pollinator (15) 👥 Mega-Team (20)

Conferences

AISTATS (1) JMLR (1) UAI (1)

Top co-authors

Christian Shewmake (1) Alice Le Brigant (1) Johannes Schmidt-Hieber (1) Xavier Pennec (1) Olivier Peltre (1) Yann Thanwerdas (1) Johan Mathe (1) Hatem Hajri (1) Yann Cabanes (1) Nina Miolane (1)

Keywords

node feature (1) graph neural network (1) spatial convolution (1) aggregation operation (1) embedding space geometry (1)

Papers

Understanding the Effect of GCN Convolutions in Regression Tasks AISTATS 2025

Studying the Effect of GNN Spatial Convolutions On The Embedding Space’s Geometry UAI 2023

Geomstats: A Python Package for Riemannian Geometry in Machine Learning JMLR 2020