Invited Talks

2025 Joint Mathematics Meetings (JMM) AMS Special Session on Algebraic Methods in Machine Learning and Optimization
Seattle, WA
Title: On the approximation theory of graph neural networks.

2024 EnCORE Workshop on Computational vs Statistical Gaps in Learning and Optimization
Institute for Pure & Applied Mathematics (IPAM), UCLA
Title: On the hardness of learning under symmetries.
[keynote] [slide] [video]

2023 DeepMath 2023 Contributed talk
Johns Hopkins University
Title: On graphon signal sampling.
[keynote] [slide] [video]