portrait of Nina Miolane

Nina Miolane  | Principal Investigator

Assistant Professor of Electrical and Computer Engineering

Assistant Professor of Mathematics & Computer Science (by courtesy)

Affiliate Researcher, SLAC National Laboratory, Stanford University

Affiliate Researcher, Center for Multimodal Big Data Science and Healthcare

ninamiolane@ucsb.edu

nmiolane@slac.stanford.edu

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Mathilde Papillon  | PhD Student

Articulated Models of Body Poses

Topological Deep Learning

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Adele Myers  | PhD Student

Differential geometry of shape spaces

Riemannian metric learning

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Francisco Acosta  | PhD student

Geometry of neural representations

Manifold learning with deep learning

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Christian Shewmake | PhD Student

Geometry in perception and neural computation

Co-supervised with Bruno Olshausen, UC Berkeley.

daniel

Daniel Kunin | Visiting PhD Student

Learning Dynamics in Neural Networks

Co-affiliated to Stanford Neural Dynamics & Computation Lab and Stanford NeuroAILab.

sophia

Sophia Sanborn | Postdoc

Groups and Symmetries in Nature

Co-affiliated to UC Berkeley's Redwood Center for Theoretical Neuroscience.

Headshot of Bongjin Koo

Bongjin Koo | Postdoc

Geometric (Deep) Learning and Biological Imaging

david

David Klindt | Postdoc

Statistical inference, life sciences

Co-affiliated to Stanford SLAC.

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Sarah Kushner  | Visiting Ph.D. Student

Computational Geometry

 

simon

Simon Mataigne | Visiting PhD Student

Riemannian Geometry

Co-supervised with P.A. Absil, UC Louvain.

Hannah Pellegrini | Lab Manager

 

Past lab members

Jules Legendre, Intern, Master Student, Information Geometry and Geomstats, Columbia University, Centrale Paris
Nicolas Legendre, Intern. Master Student. Geometric Deep Learning, University of British Columbia, Centrale Paris
Shubham Talbar, Intern. Master Student. Geomstats
Saiteja Utpala, Engineer, Geomstats
Adrish Dey, Intern, MIT's Summer Geometry Institute
Faria Huq, Intern, MIT's Summer Geometry Institute
Berna Kabadayi, Intern, MIT's Summer Geometry Institute
Sahra Yusuf, Summer Intern, MIT's Summer Geometry Institute

Past and present collaborators

Pierre-Antoine Absil, UC Louvain, Belgium
Tolga Birdal, Stanford, USA
Khanh Dao Duc, University of British Columbia, Canada
Claire Donnat, University of Chicago, USA
Cornelius Gati, University of Southern California, USA
Nicolas Guigui, Inria and Université Cote d'Azur, France
Mustafa Hajij, Santa Clara University, USA
Susan Holmes, Stanford, USA
Alice Le Brigant, University Paris 1 Pantheon Sorbonne, France
Manu Madhav, University of British Columbia, USA
Johan Mathe, Atmo, USA
Xavier Pennec, Inria and Université Cote d'Azur, France
Frédéric Poitevin, Stanford SLAC, USA
Ashok Prasad, Colorado State University, USA