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In a broader sense, my research interest lies in applied and computational topology. I am especially motivated to learn and build tools in topological data analysis which can be applied to improve machine learning techniques.
Papers and Preprints
Papers and Preprints
Towards an optimal bound for the interleaving distance on mapper graphs
Towards an optimal bound for the interleaving distance on mapper graphs
Erin Wolf Chambers, Ishika Ghosh, Elizabeth Munch, Sarah Percival, Bei Wang
Tight bounds for the learning of homotopy à la Niyogi, Smale, and Weinberger for subsets of Euclidean spaces and of Riemannian manifolds
Tight bounds for the learning of homotopy à la Niyogi, Smale, and Weinberger for subsets of Euclidean spaces and of Riemannian manifolds
Dominique Attali, Hana Dal Poz Kouřimská, Christopher Fillmore, Ishika Ghosh, André Lieutier, Elizabeth Stephenson, Mathijs Wintraecken
Symposium of Computational Geometry (SoCG) 2024
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