3 papers
stat.AP2026
On the consistent and scalable detection of spatial patterns
Jiayu Su, Jun Hou Fung, Haoyu Wang +3
Detecting spatial patterns is fundamental to scientific discovery, yet current methods lack statistical consensus and face computational barriers when applied to large-scale spatia…
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…