CAREER: Robust Manifold and Metric Learning: Techniques for Noise, Intersections, and Geometric Regularization
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This project aims to advance machine learning techniques by developing new mathematical tools to better analyze and visualize complex, high-dimensional data. Many real-world data sets, such as genetic information or molecular images, contain hidden structures that can be uncovered using geometric methods. Leveraging these hidden structures can…
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