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stat.ML2024
Subsampling, aligning, and averaging to find circular coordinates in recurrent time series
Andrew J. Blumberg, Mathieu Carrière, Jun Hou Fung +1
We introduce a new algorithm for finding robust circular coordinates on data that is expected to exhibit recurrence, such as that which appears in neuronal recordings of C. elegans…
stat.ML2024
Resampling and averaging coordinates on data
Andrew J. Blumberg, Mathieu Carriere, Jun Hou Fung +1
We introduce algorithms for robustly computing intrinsic coordinates on point clouds. Our approach relies on generating many candidate coordinates by subsampling the data and varyi…