Scholar
Nina Miolane
Google Scholar ID: YY0eJPQAAAAJ
Assistant Professor at UC Santa Barbara
geometric artificial intelligence
shape analysis
Follow
Homepage
↗
Google Scholar
↗
Citations & Impact
All-time
Citations
1,005
H-index
15
i10-index
23
Publications
20
Co-authors
50
list available
Contact
Email
ninamiolane@ece.ucsb.edu
Twitter
Open ↗
Publications
18 items
Batch Before You Lift: Scalable Topological Deep Learning on Large Graphs
2026
Cited
0
Group-Invariant Statistics Determine Embedding Geometry: Harmonic Analysis of Representations from Bach to the Night Sky
2026
Cited
0
Look Before You Lift: Visual and Quantitative Diagnostics for Topological Deep Learning
2026
Cited
0
Projecting Latent RL Actions: Towards Generalizable and Scalable Graph Combinatorial Optimization
2026
Cited
0
OgBench: A Framework for Evaluating Graph Neural Networks on Omics Data
2026
Cited
0
bispectrum: Selective $G$-Bispectra Made Practical
2026
Cited
0
Sequential Group Composition: A Window into the Mechanics of Deep Learning
2026
Cited
0
The Selective Disk Bispectrum and Its Inversion, with Application to Multi-Reference Alignment
2025
Cited
0
Load more
Co-authors
16 total
Xavier Pennec
Senior Research Scientist (Directeur de Recherche), INRIA, Epione team
Mustafa Hajij
Assistant Professor of Machine Learning, University of San Francisco
Johan Mathe
Atmo, Inc.
Sophia Sanborn
Stanford University
Frédéric Poitevin
SLAC National Accelerator Laboratory
Susan P Holmes
Professor of Statistics, Stanford University
Christian Shewmake
University of California, Berkeley | Redwood Center for Theoretical Neuroscience, Vision Science
Theodore Papamarkou
Founder & CEO, PolyShape
