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01/25/2023
Fast Merge Tree Computation via SYCL
A merge tree is a topological descriptor of a real-valued function. Merg...
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03/31/2022
Topological Optimization with Big Steps
Using persistent homology to guide optimization has emerged as a novel a...
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11/10/2020
Topological Regularization via Persistence-Sensitive Optimization
Optimization, a key tool in machine learning and statistics, relies on r...
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12/12/2019
Efficient Approximation of the Matching Distance for 2-parameter persistence
The matching distance is a computationally tractable topological measure...
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01/25/2019