56 citations · 106 across the 17 of their papers we have counts for
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stat.ML2020★ 2 cited
A Fast and Robust Method for Global Topological Functional Optimization
Elchanan Solomon, Alexander Wagner, Paul Bendich
Topological statistics, in the form of persistence diagrams, are a class of shape descriptors that capture global structural information in data. The mapping from data structures t…
stat.ML2019★ 1 cited
Graph Spectral Embedding for Parsimonious Transmission of Multivariate Time Series
Lihan Yao, Paul Bendich
We propose a graph spectral representation of time series data that 1) is parsimoniously encoded to user-demanded resolution; 2) is unsupervised and performant in data-constrained…