| ABOUT | RESEARCH | TEACHING | CONFERENCES | OTHER |
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Kathryn Lindsey Associate Professor Department of Mathematics Boston College Email: lindseka at bc dot edu Office: 567 Maloney Hall, Boston College CV I study the mathematical foundations of deep learning using ideas from geometry, topology, and dynamical systems. My current work focuses on neural networks as parameterized families of functions: their symmetries, fibers, singularities, functional dimension, and the relationship between parameter-space geometry and optimization. I also work in one-dimensional real and complex dynamics. |