Nina Miolane | Principal Investigator
Assistant Professor of Electrical and Computer Engineering
Assistant Professor of Mathematics & Computer Science (by courtesy)
Co-Director of REAL AI For Science
Co-Director of the AI Core for the Bowers Women's Brain Health Initiative
ninamiolane@ucsb.edu
Francisco Acosta | PhD student
Geometry of neural representations
Manifold learning with deep learning
Postdoctoral Researcher
Topological & Geometric Deep Learning
Control and Optimization of Computer Networks
Abby Bertics | PhD Student
Dynamical and geometric models of navigation
Neural and cognitive representations
Past lab members
Marco Montagna Visiting PhD Student, Sapienza university of Rome
Louis Van Langendonck, Research Intern, Universitat Politècnica de Catalunya
Daniel Holmberg, Visiting PhD Student, Structured Deep Learning, Finnish Center for Artificial Intelligence
Daniel Kunin, Visiting PhD Student, Stanford University
Edouard de Ponnat, Research Intern, Explainability of high-dimensional dynamic systems
Anna-Lena Krause, Intern, Master Student, Graph Neural Networks and Topological Deep Learning, Maastricht University
Christian Shewmake, PhD Candidate, Geometry in Perception and Neural Computation, UC Berkeley
Jules Deschamps, 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
Hannah Pellegrini, Lab Manager
Sophia Sanborn, Postdoc, now Head of Theory at Science
Bongjin Koo, Postdoc, now Researcher at New York Structural Biology Center
David Klindt, Postdoc, now Faculty at Cold Spring Harbor Laboratory
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