Upcoming
December 5, 2024: Beyond Euclid: An Illustrated Guide to Modern Machine Learning with Geometric, Topological, and Algebraic Structures (ML Theory), Cohere for AI Seminar Series, Online.
January 8, 2025: TopoTune: A Framework for Generalized Combinatorial Complex Neural Networks. Topological Machine Learning (Special Session), 2025 Joint Mathematics Meetings. Seattle, WA.
January 9, 2025: Beyond Euclid: An Illustrated Guide to Modern Machine Learning with Geometric, Topological, and Algebraic Structures. Geometric and Combinatorial Methods in Deep Learning Theory (Special Session), 2025 Joint Mathematics Meetings. Seattle, WA.
Previous
May 16, 2024: Introduction to Topological Deep Learning, UC Louvain Grad Course LSTAT 2390, Louvain-la-Neuve, Belgium.
March 2, 2024: Geometric Deep Learning Workshop, Center for Spatial Studies and Data Science, Santa Barbara, CA.
February 22, 2024: Architectures of Topological Deep Learning: A Survey of Topological Neural Networks, Workshop on multiphysics and Bayesian measurements, Paris, France.
July 27, 2023: Topological Deep Learning Challenge: Design and Results, ICML Workshop on Topology and Geometry in Machine Learning, Honolulu, HI.
July 18, 2023: Stepping into the World of Topological Deep Learning, Materials Research Laboratory Summer Seminar Series.
June 1, 2023: Introduction to Topological Deep Learning, Geometric Deep Learning Reading Group at MILA, Montreal, Canada. [YouTube link available]
May 25, 2023: Introduction to Higher Order Relations in Neural Networks, ECE 283: Machine Learning, Guest Lecture, Santa Barbara, CA.
May 19, 2023: Surveying Topological Deep Learning, UCSB Machine Learning Meet-Up, Santa Barbara, CA.
April 30, 2022: Building an Artificial Intelligence that Can Dance, Phi Sigma Rho Sorority for Womxn in STEM Research Showcase, Santa Barbara, CA.
