Nina Miolane
Scholar

Nina Miolane

Google Scholar ID: YY0eJPQAAAAJ
Assistant Professor at UC Santa Barbara
geometric artificial intelligenceshape analysis
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Citations & Impact
All-time
Citations
1,005
 
H-index
15
 
i10-index
23
 
Publications
20
 
Co-authors
50
list available
Contact
Emailninamiolane@ece.ucsb.eduTwitterOpen ↗
Publications
12 items
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
GraphUniverse: Enabling Systematic Evaluation of Inductive Generalization
2025
Cited
0
Alternating Gradient Flows: A Theory of Feature Learning in Two-layer Neural Networks
2025
Cited
0
Unsupervised cell segmentation by fast Gaussian Processes
2025
Cited
0
HOPSE: Scalable Higher-Order Positional and Structural Encoder for Combinatorial Representations
2025
Cited
0
Ordered Topological Deep Learning: a Network Modeling Case Study
2025
Cited
0
From superposition to sparse codes: interpretable representations in neural networks
2025
Cited
0
Resume (English only)
Co-authors
50 total
Xavier Pennec
Xavier Pennec
Senior Research Scientist (Directeur de Recherche), INRIA, Epione team
Mustafa Hajij
Mustafa Hajij
Assistant Professor of Machine Learning, University of San Francisco
Co-author 3
Co-author 3
Sophia Sanborn
Sophia Sanborn
Stanford University
Frédéric Poitevin
Frédéric Poitevin
SLAC National Accelerator Laboratory
Co-author 6
Co-author 6
Susan P Holmes
Susan P Holmes
Professor of Statistics, Stanford University
Christian Shewmake
Christian Shewmake
University of California, Berkeley | Redwood Center for Theoretical Neuroscience, Vision Science