Claire Donnat

4 catalog papers. Identity-linked publications and additional name matches are distinguished below.

ORCID: 0000-0001-7079-8060

Publications

• Sparse Topic Modeling via Spectral Decomposition and Thresholding — Journal of Machine Learning Research 2026 (name-matched, not ORCID-linked)
• Canonical Correlation Analysis as Reduced Rank Regression in High Dimensions — Journal of Machine Learning Research 2026 (name-matched, not ORCID-linked)
• Geomstats: A Python Package for Riemannian Geometry in Machine Learning — Journal of Machine Learning Research 2020 (name-matched, not ORCID-linked)
• Tracking network dynamics: A survey using graph distances — The Annals of Applied Statistics 2018