Scholar
Willem Diepeveen
Google Scholar ID: zrYUbhQAAAAJ
Hedrick Assistant Adjunct Professor, UCLA
Mathematics of Data Science
Geometry
Deep Learning
Optimization
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Citations & Impact
All-time
Citations
59
H-index
6
i10-index
2
Publications
15
Co-authors
0
Publications
8 items
Beyond Unimodal Bases: Pullback Geometry for Multimodal Data
2026
Cited
0
Riemannian Archetypal Analysis: Interpretable non-linear data analysis on deformed star distributions
2026
Cited
0
Riemannian AmbientFlow: Towards Simultaneous Manifold Learning and Generative Modeling from Corrupted Data
2026
Cited
0
Iso-Riemannian Optimization on Learned Data Manifolds
2025
Cited
0
Manifold Learning with Normalizing Flows: Towards Regularity, Expressivity and Iso-Riemannian Geometry
2025
Cited
0
Latent Diffeomorphic Dynamic Mode Decomposition
2025
Cited
0
Curvature Corrected Nonnegative Manifold Data Factorization
2025
Cited
0
Pullback Flow Matching on Data Manifolds
arXiv.org · 2024
Cited
3
